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From Prasad Tadepalli
3 playsWhen Can You Pretend Data Are I.I.D. (Even If They Aren't) & What To Do When You Can't -
From Prasad Tadepalli
5 playsToward Bridging the Multi-lingual Divide in Language Technologies -
From Prasad Tadepalli
15 playsAccelerating Large-Scale Scientific Applications Using Machine Learning-Based Surrogates -
From Prasad Tadepalli
4 playsEfficiently Adapting Large Language Models for Safety, Multilinguality and Long Context -
From Prasad Tadepalli
4 playsFrom Sparse to Dense, and Back to Sparse Again? -
From Prasad Tadepalli
25 playsNew Frontiers of Deep Learning for Large-Scale Spatio-Temporal Data -
From Prasad Tadepalli
3 playsThe Manchurian Classifier: Invisible Triggers and Vulnerabilities in Text Models -
From Prasad Tadepalli
5 playsHuman-Robot Collaboration for Everyday Household Tasks -
From Prasad Tadepalli
8 playsOccam Gradient Descent -
From Prasad Tadepalli
7 playsTowards Intrinsically Explainable Clustering Algorithms -
From Prasad Tadepalli
15 playsRobust ML with Foundation Models -
From Prasad Tadepalli
8 playsOptimal Design for Human Preference Elicitation -
From Prasad Tadepalli
6 playsIntroduction to Accelerated Computing with NVIDIA GPUs -
From Prasad Tadepalli
0 playsPainful Intelligence: What AI can tell us about human suffering -
From Prasad Tadepalli
7 playsExplainable AI with Guarantees
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