עקוב אחר
Abhimanu Kumar
Abhimanu Kumar
Co-Founder @CausalFunnel
כתובת אימייל מאומתת בדומיין cs.cmu.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Petuum: A new platform for distributed machine learning on big data‏
EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ...‏
IEEE Transactions on Big Data 1 (2), 49-67, 2015‏
6572015
Exploiting bounded staleness to speed up big data analytics‏
H Cui, J Cipar, Q Ho, JK Kim, S Lee, A Kumar, J Wei, W Dai, GR Ganger, ...‏
2014 USENIX Annual Technical Conference (USENIX ATC 14), 37-48, 2014‏
2102014
High-performance distributed ml at scale through parameter server consistency models‏
W Dai, A Kumar, J Wei, Q Ho, G Gibson, EP Xing‏
arXiv preprint arXiv:1410.8043, 2014‏
1712014
FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop.‏
A Beutel, A Kumar, PP Talukdar, C Faloutsos, EE Papalexakis, EP Xing‏
SDM, 109-117, 2014‏
1452014
Towards an integration of text and graph clustering methods as a lens for studying social interaction in MOOCs‏
D Yang, M Wen, A Kumar, EP Xing, CP Rose‏
The International Review of Research in Open and Distributed Learning 15 (5), 2014‏
742014
Supervised language modeling for temporal resolution of texts‏
A Kumar, M Lease, J Baldridge‏
Proceedings of the 20th ACM international conference on Information and …, 2011‏
592011
Modeling annotator accuracies for supervised learning‏
A Kumar, M Lease‏
Proceedings of the Workshop on Crowdsourcing for Search and Data Mining …, 2011‏
532011
Distributed Machine Learning via Sufficient Factor Broadcasting‏
P Xie, JK Kim, Y Zhou, Q Ho, A Kumar, Y Yu, E Xing‏
arXiv preprint arXiv:1511.08486, 2015‏
342015
Learning Latent Space Models with Angular Constraints‏
P Xie, Y Deng, Y Zhou, A Kumar, Y Yu, J Zou, EP Xing‏
International Conference on Machine Learning, 3799-3810, 2017‏
272017
Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting‏
P Xie, JK Kim, Y Zhou, Q Ho, A Kumar, Y Yu, E Xing‏
Proceedings of the 32nd International Conference on Conference on …, 2016‏
272016
Learning to rank from a noisy crowd‏
A Kumar, M Lease‏
Proceedings of the 34th international ACM SIGIR conference on Research and …, 2011‏
262011
Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data.‏
A Kumar, A Beutel, Q Ho, EP Xing‏
AISTATS, 531-539, 2014‏
242014
Dating texts without explicit temporal cues‏
A Kumar, J Baldridge, M Lease, J Ghosh‏
arXiv preprint arXiv:1211.2290, 2012‏
172012
Consistent bounded-asynchronous parameter servers for distributed ML‏
J Wei, W Dai, A Kumar, X Zheng, Q Ho, EP Xing‏
arXiv preprint arXiv:1312.7869, 2013‏
122013
Automatic classification of communicative functions of definiteness‏
A Bhatia, CC Lin, N Schneider, Y Tsvetkov, FT Al-Raisi, L Roostapour, ...‏
Association for Computational Linguistics, 2014‏
72014
Self-Supervised Contextual Bandits in Computer Vision‏
AA Deshmukh, A Kumar, L Boyles, D Charles, E Manavoglu, U Dogan‏
arXiv preprint arXiv:2003.08485, 2020‏
42020
Data Transformation Insights in Self-supervision with Clustering Tasks‏
A Kumar, AA Deshmukh, U Dogan, D Charles, E Manavoglu‏
arXiv preprint arXiv:2002.07384, 2020‏
12020
Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums‏
A Kumar, S Palakodety, C Wang, CP Rose, EP Xing, M Wen‏
arXiv preprint arXiv:1512.03443, 2015‏
12015
Simple Unsupervised Topic Discovery for Attribute Extraction in SEM Tasks using WordNet‏
A Kumar, R Chatwin, J Ghosh‏
Semantic Relations-II. Enhancing Resources and Applications Workshop …, 2012‏
12012
Self-Supervised Contextual Bandits in Computer Vision‏
A Anand Deshmukh, A Kumar, L Boyles, D Charles, E Manavoglu, ...‏
arXiv, arXiv: 2003.08485, 2020‏
2020
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20