Publications

Ankush Mandal, Anshumali Shrivastava, Vivek Sarkar. NinjaVec: Learning Word Embeddings with Word2Vec at Lightning Speed. (In Submission), 2020.

Ankush Mandal, Anshumali Shrivastava, Vivek Sarkar. Matryoshka: a Nested Sketching Strategy for GPU-scale Parallelism and Skewed Data. (In Submission), 2020.

Ankush Mandal, Rajkishore Barik, Vivek Sarkar. Using Dynamic Compilation to Achieve Ninja Performance for CNN Training on Many-Core Processors. European Conference on Parallel Processing (Euro-Par), 2018.

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Ankush Mandal, He Jiang, Anshumali Shrivastava, Vivek Sarkar. Topkapi: parallel and fast sketches for finding top-K frequent elements. Advances in Neural Information Processing Systems (NeurIPS), 2018.

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Swagatam Das, Ankush Mandal, Rohan Mukherjee. An adaptive differential evolution algorithm for global optimization in dynamic environments. IEEE Transactions on Cybernetics, 2013.

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