Being There, Being the RRT: Space-Filling and Searching in Place with Minimalist Robots. - Asish Ghoshal; Dylan A. Shell (AAAI Spring Symposium: Multirobot Systems and Physical Data Structures, 2011)

Test method for measuring station-keeping with unmanned marine vehicles using sonar or optical sensors. - Asish Ghoshal; Avinash Parnandi 001; Robin R. Murphy (PerMIS, 2012)

Covering space with simple robots: From chains to random trees. - Asish Ghoshal; Dylan A. Shell (ICRA, 2013)

An ensemble SVM model for the accurate prediction of non-canonical MicroRNA targets. - Asish Ghoshal; Ananth Grama; Saurabh Bagchi; Somali Chaterji (BCB, 2015)

From behavior to sparse graphical games: Efficient recovery of equilibria. - Asish Ghoshal; Jean Honorio (Allerton, 2016)

Fast training on large genomics data using distributed Support Vector Machines. - Nawanol Theera-Ampornpunt; Seong Gon Kim; Asish Ghoshal; Saurabh Bagchi; Ananth Grama; Somali Chaterji (COMSNETS, 2016)

Information-theoretic lower bounds on learning the structure of Bayesian networks. - Asish Ghoshal; Jean Honorio (CoRR, 2016)

Information-theoretic limits of Bayesian network structure learning. - Asish Ghoshal; Jean Honorio (AISTATS, 2017)

Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions. - Asish Ghoshal; Jean Honorio (AISTATS, 2017)

Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity. - Asish Ghoshal; Jean Honorio (NIPS, 2017)

Learning Sparse Potential Games in Polynomial Time and Sample Complexity. - Asish Ghoshal; Jean Honorio (CoRR, 2017)

Learning linear structural equation models in polynomial time and sample complexity. - Asish Ghoshal; Jean Honorio (AISTATS, 2018)

Learning Sparse Polymatrix Games in Polynomial Time and Sample Complexity. - Asish Ghoshal; Jean Honorio (AISTATS, 2018)

Learning Maximum-A-Posteriori Perturbation Models for Structured Prediction in Polynomial Time. - Asish Ghoshal; Jean Honorio (ICML, 2018)

A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data. - Asish Ghoshal; Jinyi Zhang; Michael A. Roth; Kevin Muyuan Xia; Ananth Y. Grama; Somali Chaterji (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Minimax bounds for structured prediction. - Kevin Bello; Asish Ghoshal; Jean Honorio (CoRR, 2019)

Minimax Bounds for Structured Prediction Based on Factor Graphs. - Kevin Bello; Asish Ghoshal; Jean Honorio (AISTATS, 2020)

Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing. - Xilun Chen 002; Asish Ghoshal; Yashar Mehdad; Luke Zettlemoyer; Sonal Gupta (EMNLP (1), 2020)

Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms. - Yilun Zhou; Adithya Renduchintala; Xian Li 003; Sida Wang 001; Yashar Mehdad; Asish Ghoshal (AISTATS, 2021)

FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation. - Kushal Lakhotia; Bhargavi Paranjape; Asish Ghoshal; Scott Yih; Yashar Mehdad; Srini Iyer 001 (EMNLP (1), 2021)

Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing. - Asish Ghoshal; Xilun Chen 002; Sonal Gupta; Luke Zettlemoyer; Yashar Mehdad (ICLR, 2021)

Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms. - Yilun Zhou; Adi Renduchintala; Xian Li 003; Sida Wang 001; Yashar Mehdad; Asish Ghoshal (CoRR, 2021)

QUASER: Question Answering with Scalable Extractive Rationalization. - Asish Ghoshal; Srinivasan Iyer 001; Bhargavi Paranjape; Kushal Lakhotia; Scott Wen-tau Yih; Yashar Mehdad (SIGIR, 2022)

Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences. - Asish Ghoshal; Arash Einolghozati; Ankit Arun; Haoran Li 007; Lili Yu; Yashar Mehdad; Scott Wen-tau Yih; Asli Celikyilmaz (CoRR, 2022)

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. - Minghan Li 002; Sheng-Chieh Lin; Barlas Oguz; Asish Ghoshal; Jimmy Lin; Yashar Mehdad; Wen-tau Yih; Xilun Chen 002 (ACL (1), 2023)

Identifying Causal Changes Between Linear Structural Equation Models. - Vineet Malik; Kevin Bello; Asish Ghoshal; Jean Honorio (UAI, 2024)