Suivre
Abir De
Abir De
Assistant Professor, CSE, IIT Bombay
Adresse e-mail validée de cse.iitb.ac.in - Page d'accueil
Titre
Citée par
Citée par
Année
Nevae: A deep generative model for molecular graphs
B Samanta, A De, G Jana, V Gómez, PK Chattaraj, N Ganguly, ...
The Journal of Machine Learning Research 21 (1), 4556-4588, 2020
2022020
Enhancing human learning via spaced repetition optimization
B Tabibian, U Upadhyay, A De, A Zarezade, B Schölkopf, ...
Proceedings of the National Academy of Sciences 116 (10), 3988-3993, 2019
1782019
Grad-match: Gradient matching based data subset selection for efficient deep model training
K Killamsetty, S Durga, G Ramakrishnan, A De, R Iyer
International Conference on Machine Learning, 5464-5474, 2021
1492021
Learning and forecasting opinion dynamics in social networks
A De, I Valera, N Ganguly, S Bhattacharya, M Gomez Rodriguez
Advances in neural information processing systems 29, 2016
130*2016
Deep reinforcement learning of marked temporal point processes
U Upadhyay, A De, M Gomez Rodriguez
Advances in neural information processing systems 31, 2018
1162018
Learning a linear influence model from transient opinion dynamics
A De, S Bhattacharya, P Bhattacharya, N Ganguly, S Chakrabarti
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
85*2014
Knowlywood: Mining activity knowledge from hollywood narratives
N Tandon, G De Melo, A De, G Weikum
Proceedings of the 24th ACM International on Conference on Information and …, 2015
642015
Regression under human assistance
A De, P Koley, N Ganguly, M Gomez-Rodriguez
Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2611-2620, 2020
612020
Designing random graph models using variational autoencoders with applications to chemical design
B Samanta, A De, N Ganguly, M Gomez-Rodriguez
arXiv preprint arXiv:1802.05283, 2018
552018
Classification under human assistance
A De, N Okati, A Zarezade, MG Rodriguez
Proceedings of the AAAI Conference on Artificial Intelligence 35 (7), 5905-5913, 2021
442021
Differentiable learning under triage
N Okati, A De, M Rodriguez
Advances in Neural Information Processing Systems 34, 9140-9151, 2021
432021
Discriminative link prediction using local, community, and global signals
A De, S Bhattacharya, S Sarkar, N Ganguly, S Chakrabarti
IEEE Transactions on Knowledge and Data Engineering 28 (8), 2057-2070, 2016
402016
Counterfactual explanations in sequential decision making under uncertainty
S Tsirtsis, A De, M Rodriguez
Advances in Neural Information Processing Systems 34, 30127-30139, 2021
382021
Steering Social Activity: A Stochastic Optimal Control Point Of View.
A Zarezade, A De, U Upadhyay, HR Rabiee, M Gomez-Rodriguez
Journal of Machine Learning Research 18, 205:1-205:35, 2017
282017
Learning temporal point processes with intermittent observations
V Gupta, S Bedathur, S Bhattacharya, A De
International Conference on Artificial Intelligence and Statistics, 3790-3798, 2021
26*2021
Training data subset selection for regression with controlled generalization error
S Durga, R Iyer, G Ramakrishnan, A De
International Conference on Machine Learning, 9202-9212, 2021
232021
Demarcating endogenous and exogenous opinion dynamics: An experimental design approach
P Koley, A Saha, S Bhattacharya, N Ganguly, A De
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (6), 1-25, 2021
21*2021
LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity.
B Samanta, A De, A Chakraborty, N Ganguly
IJCAI, 2679-2685, 2017
212017
Learning to switch between machines and humans
VB Meresht, A De, A Singla, M Gomez-Rodriguez
arXiv preprint arXiv:2002.04258, 2020
202020
Long horizon forecasting with temporal point processes
P Deshpande, K Marathe, A De, S Sarawagi
Proceedings of the 14th ACM international conference on web search and data …, 2021
192021
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20