Volkan Cevher

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authored 11 papers 21 days ago

What can online reinforcement learning with function approximation benefit from general coverage conditions?

Paper • 2304.12886 • Published Apr 25, 2023

Maximum Independent Set: Self-Training through Dynamic Programming

Paper • 2310.18672 • Published Oct 28, 2023 • 1

Benign Overfitting in Deep Neural Networks under Lazy Training

Paper • 2305.19377 • Published May 30, 2023

Efficient local linearity regularization to overcome catastrophic overfitting

Paper • 2401.11618 • Published Jan 21, 2024

Multilinear Operator Networks

Paper • 2401.17992 • Published Jan 31, 2024

Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks

Paper • 2402.09177 • Published Feb 14, 2024

Advancing the lower bounds: An accelerated, stochastic, second-order method with optimal adaptation to inexactness

Paper • 2309.01570 • Published Sep 4, 2023

DiGress: Discrete Denoising diffusion for graph generation

Paper • 2209.14734 • Published Sep 29, 2022 • 1

Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations

Paper • 2405.19201 • Published May 29, 2024

Inference Optimization of Foundation Models on AI Accelerators

Paper • 2407.09111 • Published Jul 12, 2024

Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning

Paper • 2409.01483 • Published Sep 2, 2024