Aleksandr Drozd

Anna Rogers

CoRR, 2021

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

Matrix Engines for High Performance Computing: A Paragon of Performance or Grasping at Straws?

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

2020

Scaling distributed deep learning workloads beyond the memory capacity with KARMA.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

2019

Scaling Word2Vec on Big Corpus.

[BibT_eX]

[DOI]

Data Sci. Eng., 2019

Learning Neural Representations for Predicting GPU Performance.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - 34th International Conference, 2019

2018

VANT at TRECVID 2018.

[BibT_eX]

[DOI]

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Predicting Performance Using Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

2017

The (too Many) Problems of Analogical Reasoning with Word Vectors.

[BibT_eX]

[DOI]

Anna Rogers

Bofang Li

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

GPU-Accelerated Large-Scale Distributed Sorting Coping with Device Memory Capacity.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2016

Critical mass in the emergence of collective intelligence: a parallelized simulation of swarms in noisy environments.

[BibT_eX]

[DOI]

Artif. Life Robotics, 2016

Migrating Legacy Fortran to Python While Retaining Fortran-Level Performance through Transpilation and Type Hints.

[BibT_eX]

[DOI]

Mateusz Bysiek

Proceedings of the 6th Workshop on Python for High-Performance and Scientific Computing, 2016

Intrinsic Evaluations of Word Embeddings: What Can We Do Better?

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.

[BibT_eX]

[DOI]

Proceedings of the Student Research Workshop, 2016

Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

2015

Python, performance, and natural language processing.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Python for High-Performance and Scientific Computing, 2015

Discovering Aspectual Classes of Russian Verbs in Untagged Large Corpora.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

2014

Large-scale distributed sorting for GPU-based heterogeneous supercomputers.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Efficient String Sorting on Multi - and Many-Core Architectures.

[BibT_eX]

[DOI]

Miquel Pericàs

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2012

A Multi GPU Read Alignment Algorithm with Model-Based Performance Optimization.

[BibT_eX]

[DOI]

Naoya Maruyama

Proceedings of the High Performance Computing for Computational Science, 2012

Sequence Alignment on Massively Parallel Heterogeneous Systems.

[BibT_eX]

[DOI]

Naoya Maruyama

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011

Poster: fast GPU read alignment with burrows wheeler transform based index.

[BibT_eX]

[DOI]

Naoya Maruyama