Karakus, Can

4 publications

ICML 2024 MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent Kaan Ozkara, Can Karakus, Parameswaran Raman, Mingyi Hong, Shoham Sabach, Branislav Kveton, Volkan Cevher

NeurIPS 2019 Qsparse-Local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations Debraj Basu, Deepesh Data, Can Karakus, Suhas Diggavi

JMLR 2019 Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning Can Karakus, Yifan Sun, Suhas Diggavi, Wotao Yin

NeurIPS 2017 Straggler Mitigation in Distributed Optimization Through Data Encoding Can Karakus, Yifan Sun, Suhas Diggavi, Wotao Yin