Hamed Hassani
University of Pennsylvania
H-index: 43
North America-United States
Top articles of Hamed Hassani
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding | arXiv preprint arXiv:2403.07320 | Eric Lei Hamed Hassani Shirin Saeedi Bidokhti | 2024/3/12 |
Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling | Arman Adibi Nicolò Dal Fabbro Luca Schenato Sanjeev Kulkarni H Vincent Poor | 2024/4/18 | |
Neural Compression with Lattice Transform Coding | International Zurich Seminar on Information and Communication (IZS 2024). Proceedings | Eric Lei Hamed Hassani Shirin Saeedi Bidokhti | 2024/3/6 |
Model-based robust deep learning | 2022/3/31 | ||
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing | arXiv preprint arXiv:2402.16192 | Jiabao Ji Bairu Hou Alexander Robey George J Pappas Hamed Hassani | 2024/2/25 |
Uncertainty in Language Models: Assessment through Rank-Calibration | arXiv preprint arXiv:2404.03163 | Xinmeng Huang Shuo Li Mengxin Yu Matteo Sesia Hamed Hassani | 2024/4/4 |
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth | arXiv preprint arXiv:2402.05013 | Kevin Kögler Alexander Shevchenko Hamed Hassani Marco Mondelli | 2024/2/7 |
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models | arXiv preprint arXiv:2404.01318 | Patrick Chao Edoardo Debenedetti Alexander Robey Maksym Andriushchenko Francesco Croce | 2024/3/28 |
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation | arXiv preprint arXiv:2403.19103 | Yutong He Alexander Robey Naoki Murata Yiding Jiang Joshua Williams | 2024/3/28 |
Conformal Prediction with Learned Features | arXiv preprint arXiv:2404.17487 | Shayan Kiyani George Pappas Hamed Hassani | 2024/4/26 |
Linear stochastic bandits over a bit-constrained channel | Aritra Mitra Hamed Hassani George J Pappas | 2023/6/6 | |
Toward certified robustness against real-world distribution shifts | Haoze Wu* Teruhiro Tagomori* Alexander Robey* Fengjun Yang* Nikolai Matni | 2022/6/8 | |
Fundamental limits of two-layer autoencoders, and achieving them with gradient methods | Aleksandr Shevchenko Kevin Kögler Hamed Hassani Marco Mondelli | 2023/7/3 | |
Provable tradeoffs in adversarially robust classification | IEEE Transactions on Information Theory | Edgar Dobriban Hamed Hassani David Hong Alexander Robey | 2020/6/9 |
Jailbreaking black box large language models in twenty queries | arXiv preprint arXiv:2310.08419 | Patrick Chao Alexander Robey Edgar Dobriban Hamed Hassani George J Pappas | 2023/10/12 |
Federated temporal difference learning with linear function approximation under environmental heterogeneity | arXiv preprint arXiv:2302.02212 | Han Wang Aritra Mitra Hamed Hassani George J Pappas James Anderson | 2023/2/4 |
Adversarial Tradeoffs in Robust State Estimation | Thomas TCK Zhang Bruce D Lee Hamed Hassani Nikolai Matni | 2023/5/31 | |
On a Relation Between the Rate-Distortion Function and Optimal Transport | arXiv preprint arXiv:2307.00246 | Eric Lei Hamed Hassani Shirin Saeedi Bidokhti | 2023/7/1 |
Min-Max Optimization under Delays | arXiv preprint arXiv:2307.06886 | Arman Adibi Aritra Mitra Hamed Hassani | 2023/7/13 |
A theory of non-linear feature learning with one gradient step in two-layer neural networks | arXiv preprint arXiv:2310.07891 | Behrad Moniri Donghwan Lee Hamed Hassani Edgar Dobriban | 2023/10/11 |
Co-Authors
