Raquel Y. S. Aoki

According to our database, Raquel Y. S. Aoki authored at least 12 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Causal EpiNets: Precision-corrected Bounds on Individual Treatment Effects using Epistemic Neural Networks.

Gandharv Patil, Keyi Tang, Raquel Aoki, Leo Guelman

CoRR, May, 2026

Jump Start or False Start? A Theoretical and Empirical Evaluation of LLM-initialized Bandits.

Adam Bayley, Xiaodan Zhu, Raquel Aoki, Yanshuai Cao, Kevin H. Wilson

CoRR, April, 2026

2025

No $D_{train}$: Model-Agnostic Counterfactual Explanations Using Reinforcement Learning.

Xiangyu Sun, Raquel Aoki, Kevin H. Wilson

Trans. Mach. Learn. Res., 2025

2024

Leveraging Environment Interaction for Automated PDDL Generation and Planning with Large Language Models.

Sadegh Mahdavi, Raquel Aoki, Keyi Tang, Yanshuai Cao

CoRR, 2024

Counterfactual Explanations for Multivariate Time-Series without Training Datasets.

Xiangyu Sun, Raquel Aoki, Kevin H. Wilson

CoRR, 2024

Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models.

Sadegh Mahdavi, Raquel Aoki, Keyi Tang, Yanshuai Cao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Heterogeneous Multi-Task Learning With Expert Diversity.

Raquel Aoki, Frederick Tung, Gabriel L. Oliveira

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Causal Inference from Small High-dimensional Datasets.

Raquel Aoki, Martin Ester

CoRR, 2022

2021

M3E2: Multi-gate Mixture-of-experts for Multi-treatment Effect Estimation.

Raquel Aoki, Yizhou Chen, Martin Ester

CoRR, 2021

ParKCa: Causal Inference with Partially Known Causes.

Raquel Aoki, Martin Ester

Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

2017

Luck is Hard to Beat: The Difficulty of Sports Prediction.

Raquel Y. S. Aoki, Renato Martins Assunção, Pedro O. S. Vaz de Melo

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Medindo o tamanho da caixinha de surpresas em ligas de futebol.

Raquel Y. S. Aoki, Renato M. Assunção, Pedro O. S. Vaz de Melo

Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016