Shahrampour, Shahin

14 publications

NeurIPS 2025 Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds Emre Sahinoglu, Youbang Sun, Shahin Shahrampour

ICML 2024 An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization Emre Sahinoglu, Shahin Shahrampour

TMLR 2024 TAP: The Attention Patch for Cross-Modal Knowledge Transfer from Unlabeled Modality Yinsong Wang, Shahin Shahrampour

TMLR 2023 Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-Convex Problems Ting-Jui Chang, Sapana Chaudhary, Dileep Kalathil, Shahin Shahrampour

NeurIPS 2023 Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour

ICML 2021 Decentralized Riemannian Gradient Descent on the Stiefel Manifold Shixiang Chen, Alfredo Garcia, Mingyi Hong, Shahin Shahrampour

AAAI 2021 On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems Ting-Jui Chang, Shahin Shahrampour

ICML 2020 Generalization Guarantees for Sparse Kernel Approximation with Entropic Optimal Features Liang Ding, Rui Tuo, Shahin Shahrampour

NeurIPS 2020 Statistical and Topological Properties of Sliced Probability Divergences Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, Umut Simsekli

NeurIPS 2018 Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels Shahin Shahrampour, Vahid Tarokh

AAAI 2018 On Data-Dependent Random Features for Improved Generalization in Supervised Learning Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh

NeurIPS 2017 On Optimal Generalizability in Parametric Learning Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour, Vahid Tarokh

AISTATS 2015 Online Optimization : Competing with Dynamic Comparators Ali Jadbabaie, Alexander Rakhlin, Shahin Shahrampour, Karthik Sridharan

NeurIPS 2013 Online Learning of Dynamic Parameters in Social Networks Shahin Shahrampour, Sasha Rakhlin, Ali Jadbabaie