Word Mover's Embedding: From Word2Vec to Document Embedding. - Lingfei Wu 001; Ian En-Hsu Yen; Kun Xu 005; Fangli Xu; Avinash Balakrishnan; Pin-Yu Chen; Pradeep Ravikumar; Michael J. Witbrock (EMNLP, 2018)

Variational Inference of Disentangled Latent Concepts from Unlabeled Observations. - Abhishek Kumar 001; Prasanna Sattigeri; Avinash Balakrishnan (ICLR (Poster), 2018)

Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation. - Avinash Balakrishnan; Djallel Bouneffouf 001; Nicholas Mattei; Francesca Rossi 001 (IJCAI, 2018)

Incorporating Behavioral Constraints in Online AI Systems. - Avinash Balakrishnan; Djallel Bouneffouf 001; Nicholas Mattei; Francesca Rossi 001 (AAAI, 2019)

Model Agnostic Contrastive Explanations for Structured Data. - Amit Dhurandhar; Tejaswini Pedapati; Avinash Balakrishnan; Pin-Yu Chen; Karthikeyan Shanmugam; Ruchir Puri (CoRR, 2019)

Using multi-armed bandits to learn ethical priorities for online AI systems. - Avinash Balakrishnan; Djallel Bouneffouf 001; Nicholas Mattei; Francesca Rossi 001 (IBM J. Res. Dev., 2019)

Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks. - Pavan Kapanipathi; Veronika Thost; Siva Sankalp Patel; Spencer Whitehead; Ibrahim Abdelaziz; Avinash Balakrishnan; Maria Chang 001; Kshitij Fadnis; R. Chulaka Gunasekara; Bassem Makni; Nicholas Mattei; Kartik Talamadupula; et al. (AAAI, 2020)

Learning Global Transparent Models consistent with Local Contrastive Explanations. - Tejaswini Pedapati; Avinash Balakrishnan; Karthikeyan Shanmugam; Amit Dhurandhar (NeurIPS, 2020)

Learning Global Transparent Models from Local Contrastive Explanations. - Tejaswini Pedapati; Avinash Balakrishnan; Karthikeyan Shanmugam; Amit Dhurandhar (CoRR, 2020)

DeepVoting: Learning Voting Rules with Tailored Embeddings. - Leonardo Matone; Ben Abramowitz; Nicholas Mattei; Avinash Balakrishnan (CoRR, 2024)

Model Agnostic Contrastive Explanations for Classification Models. - Amit Dhurandhar; Tejaswini Pedapati; Avinash Balakrishnan; Pin-Yu Chen; Karthikeyan Shanmugam; Ruchir Puri (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)