MLSS - 2025
Universidad Católica San Pablo
Continuing the tradition of Machine Learning Summer Schools, this year’s summer school is going to be held at the Universidad Católica San Pablo, in Arequipa, Perú, from 2-13th August, 2025
News
Курс доллара к рублю USD RUB на Форекс онлайн график в реальном времени, цена торгов на рынке сегодня и сейчас
Финансовые рынки Investing com
Нередко данные инструменты активно используются для хеджирования рисков и решения достаточно широкого спектра других задач. Следует отметить, что https://forexby.com/ котировки по валютным парам обновляются круглосуточно в режиме онлайн на протяжении пяти дней в неделю. Благодаря этому Вы получаете отличную возможность работать в любое время дня и ночи. Она пользуется огромной популярностью как среди новичков, так и более опытных трейдеров.
Возможности для трейдера
При этом следует отметить, что такая работа сопряжена с достаточно серьезными финансовыми рисками. Фьючерсы представляют собой ценные бумаги, которые предусматривают поставку определенного актива в конкретном месте на заранее установленную дату в будущем. Примечательно, что при этом платеж и передача актива по факту не происходят. По своей сути фьючерсные рынки напоминают аукционы, которые отображают соотношение спроса и предложения на определенные активы в конкретный момент времени. На нашем сайте представлены самые полные котировки форекс валют онлайн, причем по каждой валюте даны развернутые показатели не только самой котировки, но также указан процент изменений и значение Spread.
Форекс и валюты
Наша компания по праву считается одним из лучших брокеров Форекс (Forex brokers) в Узбекистане, Украине и странах СНГ. Графическую информацию используют для прогнозирования поведения финансового рынка как опытные трейдеры, так и новички. Если вы еще новичок, то для начала необходимо найти в рейтинге брокеров форекс компанию, которая устроит вас, а затем открывать счет и изучать графики. В случае биржа форекс котировки необходимости вы имеете возможность одновременно открывать и использовать сразу несколько схем живых курсов валют.
Раздел FAQ — прекрасный способ ознакомиться с особенностями рынка и «из первых уст» узнать о торговле валютой, акциями и биржевой торговле. Здесь можно найти архивы котировок, стратегии forex-торговли, информация о торговых советниках, а также ссылки на литературу по финансовой грамотности и торговле на финансовых рынках Forex . Более того, есть мнение, что наличие актуальной и качественной аналитической информации является обязательным условиям для долгосрочной и прибыльной торговли на рынках. В основном торговля ведется по графикам Форекс онлайн, поэтому данный раздел является очень популярным для трейдеров. Важно помнить, что любой график обновляется в режиме реального времени, поэтому нет нужды постоянно обновлять ценовой график инструмента.
Умение читать подобные графики – это важный навык для трейдера, на этом строятся полноценные торговые системы, все инвесторы мира следят за графиками и котировками биржевых инструментов. Аналитика и прогнозы — это основные факторы, на которые должен ориентироваться трейдер при принятии торговых решений. Прогнозы можно составлять самостоятельно, на основе новостей, а можно знакомиться с готовыми экспертными оценками того или иного факта. Если самостоятельная торговля кажется трейдеру слишком обременительной, он может воспользоваться услугой «доверительное управление капиталом».
- Вся информация, представленная на сайте belinvestor.com, включая прогнозы носит информационный характер и не является точными указаниями к инвестированию, вся ответственность за принятие решения остается за трейдером.
- При этом обязательно используйте инструменты технического анализа, изучайте мнения экспертов и обращайте внимание на общее развитие ситуации на рынке.
- В случае необходимости вы имеете возможность одновременно открывать и использовать сразу несколько схем живых курсов валют.
- В обсуждениях Вы найдете подробности об инвестициях в Форекс — доверительном управлении forex-активами и работе на Форекс бирже.
График курса Форекс онлайн позволяет предугадать будущие изменения курса с помощью различных технических индикаторов и разворотных паттернов паттернов. Оценка волатильности – ещё один важный фактор, который необходимо учитывать при торговле на Форекс. График позволяет увидеть и оценить степень колебаний курса валютной пары, что помогает трейдеру правильно управлять рисками. Напомним, что чем больше колебания курса, тем выше потенциал для заработка, но в этом случае растут риски, ведь трейдер может слишком много потерять. Новичкам на рынке советуют начинать с менее волатильных валютных пар. А если трейдер только знакомится с рынком, то можно выбрать компанию из нашего рейтинга брокеров Форекс, и уже приступать к изучению рынка торгую на демо-счете.
Их вы сможете использовать для последующего проведения качественного и всестороннего технического анализа. Благодаря широкому набору различных настроек можно индивидуально настроить диаграмму под свои требования и следить за изменениями котировок валютных пар и других финансовых инструментов в режиме реального времени. В результате графики Форекс онлайн обязательно станут надежным помощником в процессе работы на бирже и помогут оперативно заключать наиболее выгодные и успешные сделки. При первом взгляде на график трейдер может мгновенно увидеть, как менялся курс валютной пары за выбранный период времени, к примеру, за один торговый день. Это помогает инвестору сориентироваться на рынке и принять решение, будет он торговать на повышение или понижение.
Крупнейшие компании в мире
Новые спотовые CFD предназначены для тех, кто не хочет платить ежедневные своп-комиссии. Это стратегическая альтернатива традиционным контрактам с кредитным плечом на криптовалюты и золото. График котировок акций выбранной компании всегда доступен вам на портале FxTeam.
Старайтесь выбирать для работы ценные бумаги тех корпораций, о которых вы располагаете необходимой информацией. При этом обязательно используйте инструменты технического анализа, изучайте мнения экспертов и обращайте внимание на общее развитие ситуации на рынке. Использование эффективной торговой стратегии и нацеленностью на успех предоставят вам отличную возможность для получения хорошего заработка! Обязательно необходимо контролировать свои эмоции и использовать грамотный риск-менеджмент. Торговля фьючерсами, индексами является одним из наиболее прибыльных видов трейдинга, который постоянно набирает всю большую популярность среди участников рынка форекс.
Все торговые операции на валютном рынке тесно связаны с изменением котировок форекс онлайн. В этой валютной паре евро является базовой валютой, а доллар котируемой. Изучить котировки по наиболее популярным валютным парам Вы всегда можете в данном разделе форекс портала «FxTeam». Мы представляем Вашему вниманию исключительно актуальную информацию, которую Вы можете смело использовать в своей работе.
a16z generative ai
Hippocratic AI raises $141M to staff hospitals with clinical AI agents
Story Partners with Stability AI to Empower Open-Source Innovation for Creators and Developers
Meanwhile, Kristina Dulaney, RN, PMH-C, the founder of Cherished Mom, an organization dedicated to solving maternal mental health challenges, helped to create an AI agent that’s focused on helping new mothers navigate such problems with postpartum mental health assessments and depression screening. The startup was initially focused on creating generative AI chatbots to support clinicians and other healthcare professionals, but has since switched its focus to patients themselves. Its most advanced models take advantage of the latest developments in AI agents, which are a form of AI that can perform more complex tasks while working unsupervised. Despite rapid advancements in AI, creators in open-source ecosystems face significant challenges in monetizing derivative works and securing proper attribution.
Story, the global intellectual property blockchain, has announced its integration with Stability AI’s state-of-the-art models to revolutionize open-source AI development. This collaboration enables creators, developers, and artists to capture the value they contribute to the AI ecosystem by leveraging blockchain technology to ensure proper attribution, tracking, and monetization of creative works generated through AI. Andreessen Horowitz, or a16z, is investing in AI and biotech to lead the way in innovation.
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In a statement, Raspberry AI said the funding would be used to accelerate its product development and add top engineering, sales and marketing talent to its team. But with U.S. companies raising and/or spending record sums on new AI infrastructure that many experts have noted depreciate rapidly (due to hardware/chip and software advancements), the question remains which vision of the future will win out in the end to become the dominant AI provider for the world. Or maybe it will always be a multiplicity of models each with a smaller market share? That’s followed by more extensive evaluations and safety assessments by an extensive network of more than 6,000 nurses and 300 doctors, who will confirm that it passes all required safety tests.
Once the AI agent is up and running, the clinicians who created it will be able to claim a share of the revenue it generates from the startup’s customers. Currently the technology is being used by Under Armour, MCM Worldwide, Gruppo Teddy and Li & Fung to create and iterate apparel, footwear and accessories styles. The company’s existing investors Greycroft, Correlation Ventures and MVP Ventures also joined in the round, along with notable angel investors, including Gokul Rajaram and Ken Pilot. Clearly, even as he espouses a commitment to open source AI, Zuck is not convinced that DeepSeek’s approach of optimizing for efficiency while leveraging far fewer GPUs than major labs is the right one for Meta, or for the future of AI.
Raspberry AI secures 24 million US dollars in funding round
Story is the world’s intellectual property blockchain, transforming IP into networks that transcend mediums and platforms, unleashing global creativity and liquidity. By integrating Stability AI’s advanced models, Story is taking a significant step toward building a fair and sustainable internet for creators and developers in the age of generative AI. Hippocratic AI said it’s necessary to have clinicians onboard because they have, over the course of their careers, developed deep expertise in their respective fields, as well as the practical insights to help cure specific medical conditions and the clinical workflows involved.
Investing in Raspberry AI – Andreessen Horowitz
Investing in Raspberry AI.
Posted: Mon, 13 Jan 2025 08:00:00 GMT [source]
Story aims to bridge this gap by combining Stability AI’s cutting-edge technology with blockchain’s ability to secure digital property rights. For example, creators could register unique styles or voices as intellectual property on Story with transparent usage terms. This would enable others to train and fine-tune AI models using this IP, ensuring that all contributors in the creative chain benefit when outputs are monetized.
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Holger Mueller of Constellation Research Inc. said Hippocratic AI is bringing two of the leading technology trends to the healthcare industry, namely no-code or low-code software development and AI agents. The launch is a bold step forward in healthcare innovation, giving clinicians the opportunity to participate in the design of AI agents that can address various aspects of patient care. It says clinicians can create an AI agent prototype that specializes in their area of focus in less than 30 minutes, and around three to four hours to develop one that can be tested. Shah said the last nine months since the company’s previous $50 million funding round have seen it make tremendous progress. During that time, it has received its first U.S. patents, fully evaluated and verified the safety of its first AI healthcare agents, and signed contracts with 23 health systems, payers and pharma clients.
For instance, one of its AI agents is specialized in chronic care management, medication checks and post-discharge follow-up regarding specific conditions such as kidney failure and congestive heart failure. The healthcare-focused artificial intelligence startup Hippocratic AI Inc. said today it has closed on a $141 million Series B funding round that brings its total amount raised to more than $278 million. “This round of financing will accelerate the development and deployment of the Hippocratic generative AI-driven super staffing and continue our quest to make healthcare abundance a reality,” he promised. Raspberry AI, the generative AI platform for fashion creatives, has secured 24 million US dollars in Series A funding led by Andreessen Horowitz (a16z). Today, we’re going in-depth on blockchain innovation with Robert Roose, an entrepreneur who’s on a mission to fix today’s broken monetary system. Hippocratic AI’s early customers include Arkos Health Inc., Belong Health Inc., Cincinnati Children’s, Fraser Health Authority (Canada), GuideHealth, Honor Health, Deca Dental Management, LLC, OhioHealth, WellSpan Health and other well-known healthcare systems and hospitals.
By incorporating this wisdom into its AI agents, it’s making them safer and improving patient outcomes, it said. Crucially, any agent created using its platform will undergo extensive safety training by both the creator and Hippocratic AI’s own staff. Every clinician will have access to a dashboard to track their AI agent’s performance and use and receive feedback for further development.
All these indicate the commitment a16z has in shaping the future of technology and healthcare through strategic investments. Both platforms use Stability AI’s models to bring creators’ visions to life and Story’s blockchain technology to enable provenance and attribution throughout the creative process. These real-world applications highlight how creators can safeguard their intellectual property while thriving in a shared creative economy. Raspberry AI offers brands and manufacturing creative teams technology solutions, which can help accelerate each stage of the fashion product development cycle to increase speed to market and profitability while reducing costs. Andreessen Horowitz, or a16z, is one of the leading AI investors and targets only innovative startups. They participated in the round that funded Anysphere on January 14, 2025, with a total sum of $105 million for an AI coding tool known as Cursor, whose valuation has reached $2.5 billion.
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In order to ensure its AI agents can do their jobs safely, Hippocratic AI says it only works with licensed clinicians to develop them, taking steps to verify their qualifications and experience first. Once clinicians have built their agents, they’ll be submitted to the startup for an initial round of testing. Through the Hippocratic AI Agent App Store, healthcare organizations and hospitals will be able to access a range of specialized AI agents for different aspects of medical care.
The startup was co-founded by Chief Executive Officer and serial entrepreneur Munjal Shah and a group of physicians, hospital administrators, healthcare professionals and AI researchers from organizations including El Camino Health LLC, Johns Hopkins University, Stanford University, Microsoft Corp., Google and Nvidia Corp. PIP Labs, an initial core contributor to the Story Network, is backed by investors including a16z crypto, Endeavor, and Polychain. Co-founded by a serial entrepreneur with a $440M exit and DeepMind’s youngest PM, PIP Labs boasts a veteran founding executive team with expertise in consumer tech, generative AI, and Web3 infrastructure. The startup has also created other AI agents for tasks like pre- and post-surgery wound care, extreme heat wave preparation, home health checks, diabetes screening and education, and many more besides. The startup said its AI Agent creators include Dr. Vanessa Dorismond MD, MA, MAS, a distinguished obstetrician and gynecologist at El Camino Women’s Medical Group and Teal Health, who helped to create an AI agent that’s focused on cervical cancer check-ins and enhancing patient education. According to the startup, the objective of these AI agents is to try and solve the massive shortage of trained nurses, social workers and nutritionists in the healthcare industry, both in the U.S. and globally.
TechBullion
The same day, a16z also led a Series A investment in Slingshot AI, which has raised a total of $40 million to create a foundation model for psychology. Those investments highlight the commitment of the group to using AI to address important issues and are also focusing on how AI can improve different industries, including healthcare and consumer services. In general, a16z is committed to supporting AI innovations that could have a profound impact on society. We are thrilled to see our models used in Story’s blockchain technology to ensure proper attribution and reward contributors,” said Scott Trowbridge, Vice President of Stability AI. Others include Kacie Spencer, DNP, RN, the chief nursing officer at Adtalem Global Education Inc., who has more than 20 years of experience in emergency nursing and clinical education. Her AI agent is focused on patient education for the proper installation of child car seats.
It participated in an Anysphere round that had the company raising $105 million on January 14, 2025, when it pushed the valuation up to $2.5 billion. Beyond this, it has also released a $500 million Biotech Ecosystem Venture Fund with Eli Lilly to place a focus on health technologies, but with the aspect of innovative applications. On the same day, they led a Series A investment in Slingshot AI, a company that’s developing advanced generative AI technology for mental health. Additionally, a16z invested in Raspberry AI to bring generative AI to the front of fashion design and production. In December 2024, they envisioned a future in which AI was used aggressively in nearly all sectors.
- The startup said its AI Agent creators include Dr. Vanessa Dorismond MD, MA, MAS, a distinguished obstetrician and gynecologist at El Camino Women’s Medical Group and Teal Health, who helped to create an AI agent that’s focused on cervical cancer check-ins and enhancing patient education.
- Andreessen Horowitz, or a16z, is one of the leading AI investors and targets only innovative startups.
- Hippocratic AI said it’s necessary to have clinicians onboard because they have, over the course of their careers, developed deep expertise in their respective fields, as well as the practical insights to help cure specific medical conditions and the clinical workflows involved.
- It says clinicians can create an AI agent prototype that specializes in their area of focus in less than 30 minutes, and around three to four hours to develop one that can be tested.
Speakers
Schedule
The lectures would take place throughout the day: two lectures in the morning before lunch and two in the afternoon. On alternate days, the lectures will be followed by practical sessions in the evening.
Social activities will be arranged for some of the evenings.
Accreditation and Welcome Coffee
Accreditation
- Scalable Louvain: Distributed Community Detection for Billion-Edge Graphs
- Evaluation of Large Language Models via Coupled Token Generation
- Joint embeddings of multi-modal data for analyzing brain and cognition
- Archetypal Analysis for Explaining Latent Representations of Neural Networks
- An exploration of how abstract concepts’ descriptions impact emotion recognition
- Normative Modelling for psychopathology prediction
- From Text to Space: Mapping Abstract Spatial Models in LLMs during a Navigation Task
- TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion
- Machine Learning for the early prediction of neurological disorders
- Foundation Models for Behavioral Modeling in Clinical Contexts
- TACO-PT: Towards Few-Shot RL with Pre-trained Visual Representations
- DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
- Logistic Double/Debiased Machine Learning with Applications in Health Economics
- Towards Quantitative Autophagy: A Computational Approach to Image-Based Analysis
- Exploring Supernova Dust Formation with Deep Learning and Bayesian Inference
Yarin Gal
Mauricio Álvarez
Mauricio Álvarez
Yarin Gal
Bianca Dumitrascu
Mauricio Álvarez
Mauricio Álvarez
Mauricio Álvarez
🏛️ Santa Catalina Monastery – Arequipa
The Santa Catalina Monastery, founded in 1579, is one of the most iconic and fascinating religious monuments in Arequipa. This citadel, covering over 20,000 m² and built from volcanic sillar stone, features narrow streets, cloisters, cells, and gardens that reflect the secluded life of Dominican nuns over several centuries. Its colonial architecture and serene atmosphere make it a must-visit site for anyone interested in the religious and cultural history of southern Peru.
🕯️ On Tuesdays, evening visits are available until 7:30 PM, offering a special opportunity to explore the monastery under soft lighting that highlights its unique charm and mystique.
📌 Note: A time slot has been left open in the schedule so that those interested can visit the monastery independently during the evening hours.
Himanshu Sahni
Finale Doshi-Velez
Bianca Dumitrascu
Bianca Dumitrascu
Finale Doshi-Velez
Finale Doshi-Velez
Victoria Dean
Online sesion, link: https://us06web.zoom.us/j/84928479710?pwd=xmFGJ1ICZ2ze3SmBLmexrsrzOLGZse.1
- Identifying metric structures of deep latent variable models
- Linear Subspace Low-Rank Approximation via Manifold Optimization for Efficient Neural Networks
- PAC-Bayesian Reconstruction Guarantees for Variational Autoencoders
- Deep Learning Segmentation of A-Lines in Lung Ultrasound for Rural Healthcare Screening
- Signatures for time series forecasting
- Classification of Coastal Peruvian Rice Fields and Yield Prediction Using Sentinel‐2 Imagery and Machine Learning Algorithms
- Temporal Video Segmentation Approach for Peruvian Sign Language
- Interpretable Machine Learning for Weakly Labeled Data: Estimating Monk Parakeet Presence
- ALTERNATIVE NON-DESTRUCTIVE APPROACH FOR ESTIMATING MORPHOMETRIC MEASUREMENTS OF CHICKEN EGGS FROM TOMOGRAPHIC IMAGES WITH COMPUTER VISION
- Danitza Yvette Bermejo Escobar
- ELENI STRAITOURI
- Brüning Puelles Frederic Modesto
- María Cristina Orihuela Flores
| Reinforcement Learning in Switching Non-Stationary MDPs: Algorithms and Convergence Analysis | Mohsen Amiri and Sindri Magnússon | Stockholm University |
| Unpacking the Trend: Decomposition as a Catalyst to Enhance Time Series Forecasting Model | Tim Kreuzer | Stockholm University |
| Detecting Behavioral Instabilities from Digital Phenotype | Josué Pérez Sabater and Antonio Artpes | Universidad Carlos III de Madrid |
| Analysis of Anatomical Structures fron Spatial Omics Data Using Sosta | Samuel Gunz, Helena L. Crowell, Mark D. Robinson | Universität Zürich |
| Improved Variational Inference in Discrete VAEs using Error Correcting Codes | María Martínez-García, Grace Villacrés, David Mitchell and Pablo Olmos | Universidad Carlos III de Madrid |
| Predicting Mild Cognitive Impairment in Healthy Individuals up to 9 Years before its Onset: A Multisource Approach | Pablo Bonilla Escribano | Universidad Carlos III de Madrid |
David Martínez-Rubio
Finale Doshi-Velez
David Martínez-Rubio
Finale Doshi-Velez
This activity is not included in the event’s registration fee. It will be organized by a local tour operator, and participants may choose between the following two options:
Activities in the Colca Canyon. Return to the city of Arequipa, arrival time approximately at 6:00 p.m.
Grigoris Chrysos
Online sesion. Link: https://us06web.zoom.us/j/85348603296?pwd=IG5XZCpQgKlb3Iiq6soU4PCYhZb6Rp.1.
Abhishek Gupta
Abhishek Gupta
Join us for an informal gathering where participants can connect, exchange ideas, and build professional relationships in a relaxed setting. Beverages and appetizers will be served.
Francesco Locatello
Jindong Gu
Online sesion. Link: https://us06web.zoom.us/j/85233248482?pwd=Jb8wYF8JGauX7GKSWjg7Fzkx3HYuqx.1
Francesco Locatello
Francesco Locatello
Grigoris Chrysos
Online sesion. Link: https://us06web.zoom.us/j/86237583843?pwd=aPDliTfa9sLcx5sbuRijMHg3FCJsoE.1
Location
The summer school will be held at the Universidad Católica San Pablo, in Arequipa, Perú.
Organizers
FAQ
The application system is now open. See the applications page for more information on the process, and other important dates.
See the page describing the local arrangements.
Posters are a long-standing tradition at the MLSS. Each applicant is asked to bring along a poster presentation covering some of their own work. This does not need to be published work (ongoing work, or work resulting from undergraduate projects is also fine, were applicable). While the day program covers broad areas of general interest, the poster sessions offer participants a chance to discuss their own work with their peers. The poster presentations will be a relaxed affair: Posters will be distributed across a room, with participants presenting to small groups of two or three standing in front of their posters.
There is a section of the application form which will allow you to state whether you need financial assistance and how much. You should use the Supplement box to add additional details about your circumstances. Your letter of reference should also mention that you need financial aid.
Please write “None” in the affiliation field and provide additional details in the Supplement box. You will still need to provide a letter of reference.
Yes, a refund may be granted if a valid reason is provided, such as medical issues or unforeseen personal situations. Requests for refunds must be submitted at least one month before the event. Unfortunately, after this deadline, we won’t be able to issue a refund due to expenses already committed.