Chakraborty, Supriyo

7 publications

NeurIPS 2025 Dense Backpropagation Improves Training for Sparse Mixture-of-Experts Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Sambit Sahu, Tom Goldstein, Supriyo Chakraborty

NeurIPSW 2024 Dense Backpropagation Improves Routing for Sparsely-Gated Mixture-of-Experts Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Stephen Rawls, Sambit Sahu, Supriyo Chakraborty, Tom Goldstein

NeurIPSW 2024 Dense Backpropagation Improves Routing for Sparsely-Gated Mixture-of-Experts Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Stephen Rawls, Sambit Sahu, Supriyo Chakraborty, Tom Goldstein

NeurIPSW 2024 Language Model Scaling Laws and Zero-Sum Learning Andrei Mircea, Ekaterina Lobacheva, Supriyo Chakraborty, Nima Chitsazan, Irina Rish

AISTATS 2022 SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification Ashwinee Panda, Saeed Mahloujifar, Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal

AAAI 2020 Sanity Checks for Saliency Metrics Richard Tomsett, Dan Harborne, Supriyo Chakraborty, Prudhvi Gurram, Alun D. Preece

ICML 2019 Analyzing Federated Learning Through an Adversarial Lens Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal, Seraphin Calo