Unlocking the Power of Representations in Long-term Novelty-based Exploration.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Quantile Credit Assignment.
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Proceedings of the International Conference on Machine Learning, 2023
BYOL-Explore: Exploration by Bootstrapped Prediction.
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Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Counterfactual Credit Assignment in Model-Free Reinforcement Learning.
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Proceedings of the 38th International Conference on Machine Learning, 2021
Counterfactual Credit Assignment in Model-Free Reinforcement Learning.
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CoRR, 2020
Spoken Language Understanding on the Edge.
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Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.
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CoRR, 2018
Deep Representation for Patient Visits from Electronic Health Records.
CoRR, 2018
Fast Randomized Semi-Supervised Clustering.
CoRR, 2016
Spectral Inference Methods on Sparse Graphs: Theory and Applications.
CoRR, 2016
Clustering from sparse pairwise measurements.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Random projections through multiple optical scattering: Approximating Kernels at the speed of light.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Spectral detection in the censored block model.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Spectral density of the non-backtracking operator.
CoRR, 2014
Computational Complexity, Phase Transitions, and Message-Passing for Community Detection.
CoRR, 2014
Spectral Clustering of graphs with the Bethe Hessian.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014