 Blind Construction of Angular Power Maps in Massive MIMO NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2025 |
 Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference AlgorithmsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Mechanistic?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 |
 Learning with Fitzpatrick LossesNeural Information Processing Systems (NeurIPS), 2024 |
 Constraint-Free Structure Learning with Smooth Acyclic OrientationsInternational Conference on Learning Representations (ICLR), 2023 |
 Efficient Learning of Discrete-Continuous Computation GraphsNeural Information Processing Systems (NeurIPS), 2023 |
 BayesDAG: Gradient-Based Posterior Inference for Causal DiscoveryNeural Information Processing Systems (NeurIPS), 2023 |
 Efficient Beam Tree RecursionNeural Information Processing Systems (NeurIPS), 2023 Jishnu Ray Chowdhury Cornelia Caragea |
 Structured Dialogue Discourse ParsingSIGDIAL Conferences (SIGDIAL), 2023 |
 Doubly Stochastic Graph-based Non-autoregressive Reaction PredictionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 CREST: A Joint Framework for Rationalization and Counterfactual Text
GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 LION: Implicit Vision Prompt TuningAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Sketch In, Sketch Out: Accelerating both Learning and Inference for
Structured Prediction with KernelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 DAG Learning on the PermutahedronInternational Conference on Learning Representations (ICLR), 2023 |
 SIMPLE: A Gradient Estimator for -Subset SamplingInternational Conference on Learning Representations (ICLR), 2022 |
 Adaptive Sparse and Monotonic Attention for Transformer-based Automatic
Speech RecognitionInternational Conference on Data Science and Advanced Analytics (DSAA), 2022 |
 Adaptive Perturbation-Based Gradient Estimation for Discrete Latent
Variable ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Robust Multi-Object Tracking by Marginal InferenceEuropean Conference on Computer Vision (ECCV), 2022 |
 Contrasting quadratic assignments for set-based representation learningEuropean Conference on Computer Vision (ECCV), 2022 |
 Learning Energy Networks with Generalized Fenchel-Young LossesNeural Information Processing Systems (NeurIPS), 2022 |
 Learning Discrete Structured Variational Auto-Encoder using Natural
Evolution StrategiesInternational Conference on Learning Representations (ICLR), 2022 |
 Sinkformers: Transformers with Doubly Stochastic AttentionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
 SPECTRA: Sparse Structured Text RationalizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Nuno M. Guerreiro André F. T. Martins |
 Implicit Behavioral CloningConference on Robot Learning (CoRL), 2021 |
 Sparse Communication via Mixed DistributionsInternational Conference on Learning Representations (ICLR), 2021 |
 Constraining Linear-chain CRFs to Regular LanguagesInternational Conference on Learning Representations (ICLR), 2021 |
 Modeling Hierarchical Structures with Continuous Recursive Neural
NetworksInternational Conference on Machine Learning (ICML), 2021 Jishnu Ray Chowdhury Cornelia Caragea |
 Structured Reordering for Modeling Latent Alignments in Sequence
TransductionNeural Information Processing Systems (NeurIPS), 2021 |
 Implicit MLE: Backpropagating Through Discrete Exponential Family
DistributionsNeural Information Processing Systems (NeurIPS), 2021 |
 Is Sparse Attention more Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL), 2021 |
 Efficient and Modular Implicit DifferentiationNeural Information Processing Systems (NeurIPS), 2021 |
 CombOptNet: Fit the Right NP-Hard Problem by Learning Integer
Programming ConstraintsInternational Conference on Machine Learning (ICML), 2021 |
 Learning from Executions for Semantic ParsingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Flow-based Spatio-Temporal Structured Prediction of Motion DynamicsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
