Gower, Robert

9 publications

NeurIPSW 2023 Improving Convergence and Generalization Using Parameter Symmetries Bo Zhao, Robert Gower, Robin Walters, Rose Yu

NeurIPS 2023 Provable Convergence Guarantees for Black-Box Variational Inference Justin Domke, Robert Gower, Guillaume Garrigos

NeurIPS 2023 Variational Inference with Gaussian Score Matching Chirag Modi, Robert Gower, Charles Margossian, Yuling Yao, David M. Blei, Lawrence K. Saul

AISTATS 2021 SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation Robert Gower, Othmane Sebbouh, Nicolas Loizou

ICML 2019 Optimal Mini-Batch and Step Sizes for SAGA Nidham Gazagnadou, Robert Gower, Joseph Salmon

NeurIPS 2019 RSN: Randomized Subspace Newton Robert Gower, Dmitry Kovalev, Felix Lieder, Peter Richtarik

NeurIPS 2019 Towards Closing the Gap Between the Theory and Practice of SVRG Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis Bach, Robert Gower

NeurIPS 2018 Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization Robert Gower, Filip Hanzely, Peter Richtarik, Sebastian U Stich

ICML 2016 Stochastic Block BFGS: Squeezing More Curvature Out of Data Robert Gower, Donald Goldfarb, Peter Richtarik