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Sridhar Mahadevan

GAIA: Categorical Foundations of Generative AI

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Feb 28, 2024
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Zero-th Order Algorithm for Softmax Attention Optimization

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Jul 17, 2023
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Randomized and Deterministic Attention Sparsification Algorithms for Over-parameterized Feature Dimension

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Apr 10, 2023
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An Over-parameterized Exponential Regression

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Mar 29, 2023
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A Layered Architecture for Universal Causality

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Dec 18, 2022
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Privacy Aware Experiments without Cookies

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Nov 03, 2022
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Unifying Causal Inference and Reinforcement Learning using Higher-Order Category Theory

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Sep 13, 2022
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Categoroids: Universal Conditional Independence

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Aug 24, 2022
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On The Universality of Diagrams for Causal Inference and The Causal Reproducing Property

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Jul 06, 2022
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Smoothed Online Combinatorial Optimization Using Imperfect Predictions

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Apr 23, 2022
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