SCDLDS video directory
2nd AI/ML Methods in Weather and Climate Modelling
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Courses
Course name:听CS4112/ECO4112 – Stochastic Calculus & Mathematical Finance
Instructor: Sandeep Juneja
Lectures :
SCDLDS seminar talks and colloquiums
Speakers: 听, , Arun Suggala, , ,
exSPLOre2025
Speakers:
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AI/ML Methods in Weather Modelling
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SCDLDS Seminar Series
Speakers:, Arun Suggala, , ,
| Name of Speaker | Date | Title of the Talk | Recording Link |
|---|---|---|---|
| Shravan Hanasoge | March 26, 2025 | Accelerating Scientific Discovery in Astrophysics Using Machine Learning | |
| Arun Suggala | February 28, 2025 | Large Language Models: Fundamentals, and a Deepdive into DeepSeek | |
| Pranav Dandekar | November 12, 2024 | Solving Traffic Congestion in Indian Cities: Product Innovation and Policy Intervention | |
| Vivek Raghavan | September 24, 2024 | Building Generative AI for (in) India | |
| Viral Acharya | September 3, 2024 | Is Physical Climate Risk Priced? |
exSPLOre2025
Speakers:
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| Speaker | Date | Title of the Talk | Recording |
|---|---|---|---|
| Dheeraj Nagaraj (Google DeepMind) | January 18, 2025 | Training and Sampling Algorithms for Diffusion Models | |
| Vivek Borkar (IIT Bombay) | January 18, 2025 | Reinforcement Learning: From Markov to Non-Markov | |
| Sanjay Bhat (TCS Research) | January 18, 2025 | ExSPLO-Rations in Bandit Optimization on Continuous Decision Spaces | |
| Rohit Vaish (IIT Delhi) | January 18, 2025 | Fair Scheduling of Indivisible Chores | |
| Alexandre Proutiere (KTH Royal Institute of Technology) | January 18, 2025 | Low-Rank Reinforcement Learning | |
| Devavrat Shah (Massachusetts Institute of Technology) | January 18, 2025 | Various Incarnations of Matrix Completion | |
| Garud Iyengar (Columbia University) | January 17, 2025 | Online Matching with Heterogeneous Supply and Minimum Allocation Guarantees | |
| Rama Cont (Oxford University) | January 17, 2025 | Asymptotic Analysis of Deep Residual Networks | |
| Srikant Iyer (IISc) | January 17, 2025 | Static Hedging of European Options | |
| Varun Gupta (Northwestern University) | January 17, 2025 | Greedy Algorithm for Multiway Matching with Bounded Regret | |
| Siddharth Barman (IISc) | January 17, 2025 | Collective Welfare as a Metric in Algorithmic Decision Making | |
| Rahul Vaze (TIFR) | January 17, 2025 | Optimal Bounds for Constrained Online Convex Optimization | |
| Vijay Vazirani (University of California, Irvine) | January 16, 2025 | The Assignment Game: Equitable Core Imputations | |
| Ruta Mehta (University of Illinois at Urbana-Champaign) | January 16, 2025 | Computability of Competitive Equilibrium with Chores | |
| Siddhartha Banerjee (Cornell University) | January 16, 2025 | Artificial Replay: How to Get the Most out of Historical Data in Decision-Making | |
| Achal Bassamboo (Northwestern University) | January 16, 2025 | Asymptotically Optimal Adaptive A/B Tests for Average Treatment Effect | |
| Sunita Sarawagi (IIT Bombay) | January 16, 2025 | Understanding the Emergence of In-Context Learning in LLMs | |
| Praneeth Netrapalli (Google DeepMind) | January 15, 2025 | Introduction to Reverse Diffusion Sampling – 1 | |
| Manish Gupta (Google DeepMind) | January 15, 2025 | The Transformative Power of AI and Open Challenges | |
| Peter Glynn (Stanford University) | January 15, 2025 | Incorporating Forecasts Into MDPs | |
| Jayakrishnan Nair (IIT Bombay) | January 14, 2025 | Constructing Confidence Intervals – 1 | |
| Ketan Rajawat (IIT Kanpur) | January 14, 2025 | Introduction to Optimization: Algorithms & Implementation | |
| Ankur Puri (McKinsey) | January 14, 2025 | AI from an Executive鈥檚 Lens | |
| Balaji Prabhakar (Stanford University) | January 14, 2025 | What Is a Good Network and How Can We Build One? |
Workshop - AI/ML Methods in weather modelling
Speakers:
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| Speaker | Date | Title of the Talk | Recording |
|---|---|---|---|
| Auroop R Ganguly | Sept 7-8, 2024 | Innovative Machine Learning Techniques for Precipitation Forecasting | |
| Shreya Agrawal, Google Deepmind | September 7, 2024 | Precipitation nowcasting using Machine Learning | |
| Dr. M N Rajeevan | Sept 7-8, 2024 | Tutorial Session at AI/ML Methods in Weather Modelling Workshop | |
| Dr RK Jenamani | Sept 7-8, 2024 | Recent Advancements in Weather Prediction Models | |
| Tapio Schneider | Sept 7-8, 2024 | AI and Computing Advancements in Climate Modeling | |
| Jayanarayanan Kuttippurath | Sept 7-8, 2024 | Machine Learning in Atmospheric Physics and Chemistry | |
| Sandeep Sukumaran | Sept 7-8, 2024 | Global ML Weather Models for Monsoon Prediction |
