David Alvarez-Melis
According to our database1,
David Alvarez-Melis
authored at least 40 papers
between 2015 and 2024.
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Bibliography
2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation.
CoRR, 2024
2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Domain adaptation using optimal transport for invariant learning using histopathology datasets.
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks.
Trans. Mach. Learn. Res., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence.
Proceedings of the Ninth AAAI Conference on Human Computation and Crowdsourcing, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Proceedings of the 5th International Conference on Learning Representations, 2017
A causal framework for explaining the predictions of black-box sequence-to-sequence models.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
2016
Trans. Assoc. Comput. Linguistics, 2016
Proceedings of the Tenth International Conference on Web and Social Media, 2016
2015