Madireddy, Sandeep

11 publications

NeurIPS 2025 OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales Tung Nguyen, Tuan Pham, Troy Arcomano, Rao Kotamarthi, Ian Foster, Sandeep Madireddy, Aditya Grover

ICMLW 2024 BPNAS: Bayesian Progressive Neural Architecture Search Hyunwoong Chang, Anirban Samaddar, Sandeep Madireddy

ICML 2024 REMEDI: Corrective Transformations for Improved Neural Entropy Estimation Viktor Nilsson, Anirban Samaddar, Sandeep Madireddy, Pierre Nyquist

NeurIPS 2024 Scaling Transformer Neural Networks for Skillful and Reliable Medium-Range Weather Forecasting Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Romit Maulik, Veerabhadra Kotamarthi, Ian Foster, Sandeep Madireddy, Aditya Grover

ICLRW 2024 Scaling Transformers for Skillful and Reliable Medium-Range Weather Forecasting Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Sandeep Madireddy, Romit Maulik, Veerabhadra Kotamarthi, Ian Foster, Aditya Grover

CoLLAs 2023 Improving Performance in Continual Learning Tasks Using Bio-Inspired Architectures Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash

AISTATS 2023 Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck Anirban Samaddar, Sandeep Madireddy, Prasanna Balaprakash, Taps Maiti, Gustavo Campos, Ian Fischer

NeurIPSW 2022 General Policy Mapping: Online Continual Reinforcement Learning Inspired on the Insect Brain Angel Yanguas-Gil, Sandeep Madireddy

NeurIPSW 2022 Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness Sumegha Premchandar, Sanket Rajendra Jantre, Prasanna Balaprakash, Sandeep Madireddy

NeurIPSW 2021 Physical Benchmarking for AI-Generated Cosmic Web Xiaofeng Dong, Nesar Soorve Ramachandra, Salman Habib, Katrin Heitmann, Michael Buehlmann, Sandeep Madireddy

ICMLW 2020 Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash