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Asish Ghoshal
Asish Ghoshal
Facebook AI
Bestätigte E-Mail-Adresse bei purdue.edu
Titel
Zitiert von
Zitiert von
Jahr
Low-resource domain adaptation for compositional task-oriented semantic parsing
X Chen, A Ghoshal, Y Mehdad, L Zettlemoyer, S Gupta
arXiv preprint arXiv:2010.03546, 2020
762020
Learning linear structural equation models in polynomial time and sample complexity
A Ghoshal, J Honorio
International Conference on Artificial Intelligence and Statistics, 1466-1475, 2018
752018
Learning identifiable gaussian bayesian networks in polynomial time and sample complexity
A Ghoshal, J Honorio
Advances in Neural Information Processing Systems 30, 2017
592017
MicroRNA target prediction using thermodynamic and sequence curves
A Ghoshal, R Shankar, S Bagchi, A Grama, S Chaterji
BMC genomics 16, 1-21, 2015
392015
Information-theoretic limits of Bayesian network structure learning
A Ghoshal, J Honorio
Artificial Intelligence and Statistics, 767-775, 2017
262017
An ensemble svm model for the accurate prediction of non-canonical microrna targets
A Ghoshal, A Grama, S Bagchi, S Chaterji
Proceedings of the 6th ACM Conference on Bioinformatics, Computational …, 2015
262015
Fid-ex: Improving sequence-to-sequence models for extractive rationale generation
K Lakhotia, B Paranjape, A Ghoshal, W Yih, Y Mehdad, S Iyer
arXiv preprint arXiv:2012.15482, 2020
182020
From behavior to sparse graphical games: Efficient recovery of equilibria
A Ghoshal, J Honorio
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
162016
Learning graphical games from behavioral data: Sufficient and necessary conditions
A Ghoshal, J Honorio
Artificial Intelligence and Statistics, 1532-1540, 2017
152017
Towards understanding the behaviors of optimal deep active learning algorithms
Y Zhou, A Renduchintala, X Li, S Wang, Y Mehdad, A Ghoshal
International Conference on Artificial Intelligence and Statistics, 1486-1494, 2021
132021
Learning better structured representations using low-rank adaptive label smoothing
A Ghoshal, X Chen, S Gupta, L Zettlemoyer, Y Mehdad
International Conference on Learning Representations, 2020
132020
Direct estimation of difference between structural equation models in high dimensions
A Ghoshal, J Honorio
arXiv preprint arXiv:1906.12024, 2019
13*2019
A distributed classifier for microrna target prediction with validation through tcga expression data
A Ghoshal, J Zhang, MA Roth, KM Xia, AY Grama, S Chaterji
IEEE/ACM transactions on computational biology and bioinformatics 15 (4 …, 2018
112018
Learning sparse polymatrix games in polynomial time and sample complexity
A Ghoshal, J Honorio
arXiv preprint arXiv:1706.05648, 2017
9*2017
CITADEL: Conditional token interaction via dynamic lexical routing for efficient and effective multi-vector retrieval
M Li, SC Lin, B Oguz, A Ghoshal, J Lin, Y Mehdad, W Yih, X Chen
arXiv preprint arXiv:2211.10411, 2022
82022
Learning maximum-a-posteriori perturbation models for structured prediction in polynomial time
A Ghoshal, J Honorio
International Conference on Machine Learning, 1754-1762, 2018
82018
Minimax bounds for structured prediction based on factor graphs
K Bello, A Ghoshal, J Honorio
International Conference on Artificial Intelligence and Statistics, 213-222, 2020
42020
Fast training on large genomics data using distributed support vector machines
N Theera-Ampornpunt, SG Kim, A Ghoshal, S Bagchi, A Grama, ...
2016 8th International Conference on Communication Systems and Networks …, 2016
42016
Quaser: Question answering with scalable extractive rationalization
A Ghoshal, S Iyer, B Paranjape, K Lakhotia, SW Yih, Y Mehdad
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
32022
Covering space with simple robots: from chains to random trees
A Ghoshal, DA Shell
2013 IEEE International Conference on Robotics and Automation, 914-920, 2013
32013
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