Publications

12 results for Sara Magliacane

MULTI-VIEW CAUSAL REPRESENTATION LEARNING WITH PARTIAL OBSERVABILITY
- - Dingling Yao
  - Danru Xu
  - et al.
- 2024
- ICLR 2024
Towards the Reusability and Compositionality of Causal Representations
- - Davide Talon
  - Phillip Lippe
  - et al.
- 2024
- CLeaR 2024
AutoTransOP: translating omics signatures without orthologue requirements using deep learning
- - Nikolaos Meimetis
  - Krista M. Pullen
  - et al.
- 2024
- npj Systems Biology and Applications
BISCUIT: Causal Representation Learning from Binary Interactions
- - Phillip Lippe
  - Sara Magliacane
  - et al.
- 2023
- UAI 2023
Graph Switching Dynamical Systems
- - Yongtuo Liu
  - Sara Magliacane
  - et al.
- 2023
- ICML 2023
CITRIS: Causal Identifiability from Temporal Intervened Sequences
- - Phillip Lippe
  - Sara Magliacane
  - et al.
- 2022
- ICML 2022
ADARL: WHAT, WHERE, AND HOW TO ADAPT IN TRANSFER REINFORCEMENT LEARNING
- - Biwei Huang
  - Fan Feng
  - et al.
- 2022
- ICLR 2022
Verifiably safe exploration for end-to-end reinforcement learning
- - Nathan Hunt
  - Nathan Fulton
  - et al.
- 2021
- HSCC 2021
Joint causal inference from multiple contexts
- - Joris M. Mooij
  - Sara Magliacane
  - et al.
- 2020
- JMLR
Sample efficient active learning of causal trees
- - Kristjan Greenewald
  - Dmitriy Katz-Rogozhnikov
  - et al.
- 2019
- NeurIPS 2019