Gatmiry, Khashayar

17 publications

COLT 2025 Computing Optimal Regularizers for Online Linear Optimization Khashayar Gatmiry, Jon Schneider, Stefanie Jegelka

COLT 2025 Learning Mixtures of Gaussians Using Diffusion Models Khashayar Gatmiry, Jonathan Kelner, Holden Lee

ICLR 2025 Rethinking Invariance in In-Context Learning Lizhe Fang, Yifei Wang, Khashayar Gatmiry, Lei Fang, Yisen Wang

COLT 2024 Adversarial Online Learning with Temporal Feedback Graphs Khashayar Gatmiry, Jon Schneider

ICML 2024 Can Looped Transformers Learn to Implement Multi-Step Gradient Descent for In-Context Learning? Khashayar Gatmiry, Nikunj Saunshi, Sashank J. Reddi, Stefanie Jegelka, Sanjiv Kumar

AISTATS 2024 EM for Mixture of Linear Regression with Clustered Data Amirhossein Reisizadeh, Khashayar Gatmiry, Asuman Ozdaglar

ICMLW 2024 Rethinking Invariance in In-Context Learning Lizhe Fang, Yifei Wang, Khashayar Gatmiry, Lei Fang, Yisen Wang

COLT 2024 Sampling Polytopes with Riemannian HMC: Faster Mixing via the Lewis Weights Barrier Khashayar Gatmiry, Jonathan Kelner, Santosh S. Vempala

ICML 2024 Simplicity Bias via Global Convergence of Sharpness Minimization Khashayar Gatmiry, Zhiyuan Li, Sashank J. Reddi, Stefanie Jegelka

NeurIPS 2024 What Does Guidance Do? a Fine-Grained Analysis in a Simple Setting Muthu Chidambaram, Khashayar Gatmiry, Sitan Chen, Holden Lee, Jianfeng Lu

JMLR 2023 A Unified Approach to Controlling Implicit Regularization via Mirror Descent Haoyuan Sun, Khashayar Gatmiry, Kwangjun Ahn, Navid Azizan

NeurIPS 2023 Projection-Free Online Convex Optimization via Efficient Newton Iterations Khashayar Gatmiry, Zak Mhammedi

COLT 2023 Quasi-Newton Steps for Efficient Online Exp-Concave Optimization Zakaria Mhammedi, Khashayar Gatmiry

NeurIPS 2023 What Is the Inductive Bias of Flatness Regularization? a Study of Deep Matrix Factorization Models Khashayar Gatmiry, Zhiyuan Li, Tengyu Ma, Sashank Reddi, Stefanie Jegelka, Ching-Yao Chuang

NeurIPS 2022 On the Generalization of Learning Algorithms That Do Not Converge Nisha Chandramoorthy, Andreas Loukas, Khashayar Gatmiry, Stefanie Jegelka

ICLR 2022 Optimization and Adaptive Generalization of Three Layer Neural Networks Khashayar Gatmiry, Stefanie Jegelka, Jonathan Kelner

NeurIPS 2020 Testing Determinantal Point Processes Khashayar Gatmiry, Maryam Aliakbarpour, Stefanie Jegelka