Grama, Ananth

14 publications

NeurIPS 2025 Agnostic Continuous-Time Online Learning Pramith Devulapalli, Changlong Wu, Ananth Grama, Wojciech Szpankowski

ICML 2025 From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications Ajay Kumar Jaiswal, Yifan Wang, Lu Yin, Shiwei Liu, Runjin Chen, Jiawei Zhao, Ananth Grama, Yuandong Tian, Zhangyang Wang

NeurIPS 2025 GeneFlow: Translation of Single-Cell Gene Expression to Histopathological Images via Rectified Flow Mengbo Wang, Shourya Verma, Aditya Malusare, Luopin Wang, Yiyang Lu, Vaneet Aggarwal, Mario Sola, Ananth Grama, Nadia Atallah Lanman

ICLR 2025 No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models Changlong Wu, Ananth Grama, Wojciech Szpankowski

NeurIPS 2025 Robust Integrated Learning and Pauli Noise Mitigation for Parametrized Quantum Circuits Md Mobasshir Arshed Naved, Wenbo Xie, Wojciech Szpankowski, Ananth Grama

ICML 2024 A Theory of Fault-Tolerant Learning Changlong Wu, Yifan Wang, Ananth Grama

ICMLW 2024 Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li, Yifan Wang, Ananth Grama, Ruqi Zhang

NeurIPS 2024 Information-Theoretic Limits of Online Classification with Noisy Labels Changlong Wu, Ananth Grama, Wojciech Szpankowski

TMLR 2023 Expected Worst Case Regret via Stochastic Sequential Covering Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski

ICML 2023 Learning Functional Distributions with Private Labels Changlong Wu, Yifan Wang, Ananth Grama, Wojciech Szpankowski

COLT 2023 Online Learning in Dynamically Changing Environments Changlong Wu, Ananth Grama, Wojciech Szpankowski

NeurIPS 2022 Precise Regret Bounds for Log-Loss via a Truncated Bayesian Algorithm Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski

AAAI 2022 Toward Physically Realizable Quantum Neural Networks Mohsen Heidari, Ananth Grama, Wojciech Szpankowski

IJCAI 2020 Characterizing Similarity of Visual Stimulus from Associated Neuronal Response Vikram Ravindra, Ananth Grama