Isaac Lage

According to our database1, Isaac Lage authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Towards Integrating Personal Knowledge into Test-Time Predictions.
CoRR, 2024

2023
When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making.
Trans. Mach. Learn. Res., 2023

2022
(When) Are Contrastive Explanations of Reinforcement Learning Helpful?
CoRR, 2022

2021
Promises and Pitfalls of Black-Box Concept Learning Models.
CoRR, 2021

2020
Learning Interpretable Concept-Based Models with Human Feedback.
CoRR, 2020

2019
An Evaluation of the Human-Interpretability of Explanation.
CoRR, 2019

Exploring Computational User Models for Agent Policy Summarization.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Human Evaluation of Models Built for Interpretability.
Proceedings of the Seventh AAAI Conference on Human Computation and Crowdsourcing, 2019

Toward Robust Policy Summarization.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Evaluating Reinforcement Learning Algorithms in Observational Health Settings.
CoRR, 2018

Human-in-the-Loop Interpretability Prior.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


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