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Volkan Cevher

Accelerating Spectral Clustering under Fairness Constraints

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Jun 09, 2025
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BLUR: A Bi-Level Optimization Approach for LLM Unlearning

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Jun 09, 2025
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DiffCAP: Diffusion-based Cumulative Adversarial Purification for Vision Language Models

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Jun 04, 2025
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Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning

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May 30, 2025
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Efficient Large Language Model Inference with Neural Block Linearization

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May 27, 2025
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ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining

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May 26, 2025
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Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games

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May 26, 2025
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Learning Equilibria from Data: Provably Efficient Multi-Agent Imitation Learning

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May 23, 2025
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Layer-wise Quantization for Quantized Optimistic Dual Averaging

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May 20, 2025
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Hadamard product in deep learning: Introduction, Advances and Challenges

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Apr 17, 2025
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