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Ananda Theertha Suresh

Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models

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Apr 12, 2025
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Rate of Model Collapse in Recursive Training

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Dec 23, 2024
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Coupling without Communication and Drafter-Invariant Speculative Decoding

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Aug 15, 2024
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Towards Fast Inference: Exploring and Improving Blockwise Parallel Drafts

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Apr 14, 2024
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Asymptotics of Language Model Alignment

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Apr 02, 2024
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Optimal Block-Level Draft Verification for Accelerating Speculative Decoding

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Mar 15, 2024
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Efficient Language Model Architectures for Differentially Private Federated Learning

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Mar 12, 2024
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Theoretical guarantees on the best-of-n alignment policy

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Jan 03, 2024
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Mean estimation in the add-remove model of differential privacy

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Dec 11, 2023
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Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing

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Dec 06, 2023
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