Nikola Konstantinov

Nikola Konstantinov

Institute of Science and Technology, Austria - Klosterneuburg / Austria
Engineering & Technology / Computer Science
AD Scientific Index ID: 4513031
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person_outline Nikola Konstantinov's MOST POPULAR ARTICLES
1-) The convergence of sparsified gradient methodsD Alistarh, T Hoefler, M Johansson, N Konstantinov, S Khirirat, C RenggliAdvances in Neural Information Processing Systems, 5973-5983, 20183572018
2-) Robust Learning from Untrusted SourcesN Konstantinov, C LampertInternational Conference on Machine Learning (ICML), 2019542019
3-) The convergence of stochastic gradient descent in asynchronous shared memoryD Alistarh, C De Sa, N KonstantinovProceedings of the 2018 ACM Symposium on Principles of Distributed Computing …, 2018382018
4-) Fairness-aware PAC learning from corrupted dataN Konstantinov, CH LampertJournal of Machine Learning Research 23 (160), 1-60, 2022302022
5-) Data Leakage in Federated AveragingDI Dimitrov, M Balunovic, N Konstantinov, M VechevTransactions on Machine Learning Research (TMLR), 2022292022