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Vladimir Braverman

Rice University

I3S: Importance Sampling Subspace Selection for Low-Rank Optimization in LLM Pretraining

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Feb 09, 2025
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Confident or Seek Stronger: Exploring Uncertainty-Based On-device LLM Routing From Benchmarking to Generalization

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Feb 06, 2025
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Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation Embeddings

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Feb 05, 2025
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Fully Dynamic Adversarially Robust Correlation Clustering in Polylogarithmic Update Time

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Nov 15, 2024
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Federated Learning Clients Clustering with Adaptation to Data Drifts

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Nov 03, 2024
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Assessing and Enhancing Large Language Models in Rare Disease Question-answering

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Aug 15, 2024
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Learning-augmented Maximum Independent Set

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Jul 16, 2024
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KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

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Feb 05, 2024
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ORBSLAM3-Enhanced Autonomous Toy Drones: Pioneering Indoor Exploration

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Dec 20, 2023
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How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?

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Oct 12, 2023
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