• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 300 matches

• 2024
• 
  Mark Beliaev, Payam Delgosha, Hamed Hassani, Ramtin Pedarsani:
  Efficient and Robust Classification for Sparse Attacks. IEEE J. Sel. Areas Inf. Theory 5: 261-272 (2024)
• 
  Payam Delgosha, Hamed Hassani, Ramtin Pedarsani:
  Binary Classification Under ℓ0 Attacks for General Noise Distribution. IEEE Trans. Inf. Theory 70(2): 1284-1299 (2024)
• 
  Han Wang, Aritra Mitra, Hamed Hassani, George J. Pappas, James Anderson:
  Federated TD Learning with Linear Function Approximation under Environmental Heterogeneity. Trans. Mach. Learn. Res. 2024 (2024)
• 
  Aritra Mitra, George J. Pappas, Hamed Hassani:
  Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024)
• 
  Arman Adibi, Nicolò Dal Fabbro, Luca Schenato, Sanjeev R. Kulkarni, H. Vincent Poor, George J. Pappas, Hamed Hassani, Aritra Mitra:
  Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling. AISTATS 2024: 2746-2754
• 
  Arman Adibi, Aritra Mitra, Hamed Hassani:
  Min-Max Optimization Under Delays. ACC 2024: 80-85
• 
  Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban:
  Uncertainty in Language Models: Assessment through Rank-Calibration. EMNLP 2024: 284-312
• 
  Alexander Robey, Fabian Latorre, George J. Pappas, Hamed Hassani, Volkan Cevher:
  Adversarial Training Should Be Cast as a Non-Zero-Sum Game. ICLR 2024
• 
  Liam Collins, Hamed Hassani, Mahdi Soltanolkotabi, Aryan Mokhtari, Sanjay Shakkottai:
  Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks. ICML 2024
• 
  Shayan Kiyani, George J. Pappas, Hamed Hassani:
  Conformal Prediction with Learned Features. ICML 2024
• 
  Kevin Kögler, Aleksandr Shevchenko, Hamed Hassani, Marco Mondelli:
  Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth. ICML 2024
• 
  Behrad Moniri, Donghwan Lee, Hamed Hassani, Edgar Dobriban:
  A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks. ICML 2024
• 
  Payam Delgosha, Hamed Hassani, Ramtin Pedarsani:
  Generalization Properties of Adversarial Training for 𝓁₀-Bounded Adversarial Attacks. CoRR abs/2402.03576 (2024)
• 
  Kevin Kögler, Alexander Shevchenko, Hamed Hassani, Marco Mondelli:
  Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth. CoRR abs/2402.05013 (2024)
• 
  Arman Adibi, Nicolò Dal Fabbro, Luca Schenato, Sanjeev R. Kulkarni, H. Vincent Poor, George J. Pappas, Hamed Hassani, Aritra Mitra:
  Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling. CoRR abs/2402.11800 (2024)
• 
  Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang:
  Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing. CoRR abs/2402.16192 (2024)
• 
  Eric Lei, Hamed Hassani, Shirin Saeedi Bidokhti:
  Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding. CoRR abs/2403.07320 (2024)
• 
  Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Ruslan Salakhutdinov, J. Zico Kolter:
  Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation. CoRR abs/2403.19103 (2024)
• 
  Patrick Chao, Edoardo Debenedetti, Alexander Robey, Maksym Andriushchenko, Francesco Croce, Vikash Sehwag, Edgar Dobriban, Nicolas Flammarion, George J. Pappas, Florian Tramèr, Hamed Hassani, Eric Wong:
  JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models. CoRR abs/2404.01318 (2024)
• 
  Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban:
  Uncertainty in Language Models: Assessment through Rank-Calibration. CoRR abs/2404.03163 (2024)
• 
  Shayan Kiyani, George J. Pappas, Hamed Hassani:
  Conformal Prediction with Learned Features. CoRR abs/2404.17487 (2024)
• 
  Behrad Moniri, Hamed Hassani:
  Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models. CoRR abs/2405.18274 (2024)
• 
  Xinmeng Huang, Shuo Li, Edgar Dobriban, Osbert Bastani, Hamed Hassani, Dongsheng Ding:
  One-Shot Safety Alignment for Large Language Models via Optimal Dualization. CoRR abs/2405.19544 (2024)
• 
  Mahdi Sabbaghi, George J. Pappas, Hamed Hassani, Surbhi Goel:
  Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasks. CoRR abs/2406.01895 (2024)
• 
  Patrick Chao, Edgar Dobriban, Hamed Hassani:
  Watermarking Language Models with Error Correcting Codes. CoRR abs/2406.10281 (2024)
• 
  Behrad Moniri, Hamed Hassani, Edgar Dobriban:
  Evaluating the Performance of Large Language Models via Debates. CoRR abs/2406.11044 (2024)
• 
  Shayan Kiyani, George J. Pappas, Hamed Hassani:
  Length Optimization in Conformal Prediction. CoRR abs/2406.18814 (2024)
• 
  Hongyan Chang, Hamed Hassani, Reza Shokri:
  Watermark Smoothing Attacks against Language Models. CoRR abs/2407.14206 (2024)
• 
  Alexander Robey, Zachary Ravichandran, Vijay Kumar, Hamed Hassani, George J. Pappas:
  Jailbreaking LLM-Controlled Robots. CoRR abs/2410.13691 (2024)
• 
  Sima Noorani, Orlando Romero, Nicolò Dal Fabbro, Hamed Hassani, George J. Pappas:
  Conformal Risk Minimization with Variance Reduction. CoRR abs/2411.01696 (2024)

skipping 270 more matches