grigory.github.io - Grigory Yaroslavtsev

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--> [email protected] Wikipedia Blog Scholar GitHub LinkedIn Facebook Twitter Quora YouTube channel Download CV Previous Next Artificial Intelligence Representation Learning Provable guarantees for learning hierarchical representations from labeled samples and deep embeddings . Optimization Provable guarantees for distributed and constrained non-convex optimization. Hierarchical Clustering Graph Partitioning Multi-dimensional balanced graph partitioning algorithms for Facebook graphs using projected gradie

S. Ahmadian , V. Chatziafratis , A. Epasto , E. Lee , M. Mahdian , K. Makarychev , G. Yaroslavtsev AISTATS 2020 (23rd International Conference on Artificial Intelligence and Statistics). “Bring Your Own Greedy”+Max: Near-Optimal 1/2-Approximations for Submodular Knapsack G. Yaroslavtsev * , S. Zhou , D. Avdiukhin , AISTATS 2020 (23rd International Conference on Artificial Intelligence and Statistics). Fast Fourier Sparsity Testing G. Yaroslavtsev, S. Zhou SOSA@SODA 2020 (3rd SIAM Symposium on Simplicity in

D. Avdiukhin , C. Jin , G. Yaroslavtsev OPT@NeurIPS 2019 (11th OPT Workshop on Optimization for Machine Learning)

Links to grigory.github.io (3)

• grigory.us Grigory Yaroslavtsev
• cstheory-feed.org Theory of Computing Report
• grigory.ai Grigory Yaroslavtsev