Avinash Balakrishnan

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 13

Top Topics

Variational Inference

Top Venues

IBM J. Res. Dev.

Publications

Tejaswini Pedapati, Avinash Balakrishnan, Karthikeyan Shanmugam, Amit Dhurandhar
Learning Global Transparent Models from Local Contrastive Explanations. CoRR (2020)
Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel, Spencer Whitehead, Ibrahim Abdelaziz, Avinash Balakrishnan, Maria Chang, Kshitij P. Fadnis, R. Chulaka Gunasekara, Bassem Makni, Nicholas Mattei, Kartik Talamadupula, Achille Fokoue
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks. AAAI (2020)
Tejaswini Pedapati, Avinash Balakrishnan, Karthikeyan Shanmugam, Amit Dhurandhar
Learning Global Transparent Models consistent with Local Contrastive Explanations. NeurIPS (2020)
Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi
Incorporating Behavioral Constraints in Online AI Systems. AAAI (2019)
Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel, Spencer Whitehead, Ibrahim Abdelaziz, Avinash Balakrishnan, Maria Chang, Kshitij P. Fadnis, R. Chulaka Gunasekara, Bassem Makni, Nicholas Mattei, Kartik Talamadupula, Achille Fokoue
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks. CoRR (2019)
Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi
Using multi-armed bandits to learn ethical priorities for online AI systems. IBM J. Res. Dev. 63 (4/5) (2019)
Amit Dhurandhar, Tejaswini Pedapati, Avinash Balakrishnan, Pin-Yu Chen, Karthikeyan Shanmugam, Ruchir Puri
Model Agnostic Contrastive Explanations for Structured Data. CoRR (2019)
Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi
Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation. IJCAI (2018)
Avinash Balakrishnan, Djallel Bouneffouf, Nicholas Mattei, Francesca Rossi
Incorporating Behavioral Constraints in Online AI Systems. CoRR (2018)
Abhishek Kumar, Prasanna Sattigeri, Avinash Balakrishnan
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations. ICLR (Poster) (2018)
Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock
Word Mover's Embedding: From Word2Vec to Document Embedding. CoRR (2018)
Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock
Word Mover's Embedding: From Word2Vec to Document Embedding. EMNLP (2018)
Abhishek Kumar, Prasanna Sattigeri, Avinash Balakrishnan
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations. CoRR (2017)