Sara Magliacane

According to our database1, Sara Magliacane authored at least 36 papers between 2012 and 2023.

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Bibliography

2023
Multi-View Causal Representation Learning with Partial Observability.
CoRR, 2023

Invariant Neural Ordinary Differential Equations.
CoRR, 2023

BISCUIT: Causal Representation Learning from Binary Interactions.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Modulated Neural ODEs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Graph Switching Dynamical Systems.
Proceedings of the International Conference on Machine Learning, 2023

Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects.
CoRR, 2022

CITRIS: Causal Identifiability from Temporal Intervened Sequences.
CoRR, 2022

Factored Adaptation for Non-Stationary Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CITRIS: Causal Identifiability from Temporal Intervened Sequences.
Proceedings of the International Conference on Machine Learning, 2022

AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
The Challenges of Cross-Document Coreference Resolution for Email.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Verifiably safe exploration for end-to-end reinforcement learning.
Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

2020
Joint Causal Inference from Multiple Contexts.
J. Mach. Learn. Res., 2020

Active Structure Learning of Causal DAGs via Directed Clique Tree.
CoRR, 2020

Verifiably Safe Exploration for End-to-End Reinforcement Learning.
CoRR, 2020

Active Structure Learning of Causal DAGs via Directed Clique Trees.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Sample Efficient Active Learning of Causal Trees.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
An Upper Bound for Random Measurement Error in Causal Discovery.
CoRR, 2018

Causal Discovery in the Presence of Measurement Error.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Causal Transfer Learning.
CoRR, 2017

2016
Joint Causal Inference on Observational and Experimental Datasets.
CoRR, 2016

Ancestral Causal Inference.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
foxPSL: A Fast, Optimized and eXtended PSL implementation.
Int. J. Approx. Reason., 2015

FoxPSL: An Extended and Scalable PSL Implementation.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2013
Git2PROV: Exposing Version Control System Content as W3C PROV.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Repurposing Benchmark Corpora for Reconstructing Provenance.
Proceedings of the 3rd Workshop on Semantic Publishing, 2013

2012
Towards Reconstructing the Provenance of Clinical Guidelines.
Proceedings of the 5th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2012

Efficient Execution of Top-K SPARQL Queries.
Proceedings of the Semantic Web - ISWC 2012, 2012

Reconstructing Provenance.
Proceedings of the Semantic Web - ISWC 2012, 2012

Extending SPARQL Algebra to Support Efficient Evaluation of Top-K SPARQL Queries.
Proceedings of the Search Computing - Broadening Web Search, 2012

Hubble: Linked Data Hub for Clinical Decision Support.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Automatic Metadata Annotation through Reconstructing Provenance.
Proceedings of the Workshop on Semantic Web for Provenance Management, 2012

Who Are We Talking About? Identifying Scientific Populations Online.
Proceedings of the Semantic Web and Web Science, 2012


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