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ORCIDMycal Tucker
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2020 – today
- 2024
[c10]Lindsay Sanneman
, Mycal Tucker, Julie A. Shah:
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff in Human-Centered Explainable AI. FAccT 2024: 2175-2198- 2023
- [j2]Seth Karten, Mycal Tucker, Huao Li, Siva Kailas, Michael Lewis, Katia P. Sycara:
Interpretable Learned Emergent Communication for Human-Agent Teams. IEEE Trans. Cogn. Dev. Syst. 15(4): 1801-1811 (2023) - [c9]Eoin M. Kenny, Mycal Tucker, Julie Shah:
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes. ICLR 2023 - [c8]Seth Karten, Mycal Tucker, Siva Kailas, Katia P. Sycara:
Towards True Lossless Sparse Communication in Multi-Agent Systems. ICRA 2023: 7191-7197 - [c7]Andi Peng, Mycal Tucker, Eoin M. Kenny, Noga Zaslavsky, Pulkit Agrawal, Julie A. Shah:
Human-Guided Complexity-Controlled Abstractions. NeurIPS 2023 - [i11]Lindsay Sanneman, Mycal Tucker, Julie Shah:
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff. CoRR abs/2310.07802 (2023) - [i10]Andi Peng, Mycal Tucker, Eoin M. Kenny, Noga Zaslavsky, Pulkit Agrawal, Julie Shah:
Human-Guided Complexity-Controlled Abstractions. CoRR abs/2310.17550 (2023) - 2022
- [j1]Mycal Tucker, Yilun Zhou, Julie A. Shah:
Latent Space Alignment Using Adversarially Guided Self-Play. Int. J. Hum. Comput. Interact. 38(18-20): 1753-1771 (2022) - [c6]Mycal Tucker, Julie A. Shah:
Prototype Based Classification from Hierarchy to Fairness. ICML 2022: 21884-21900 - [c5]Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah:
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes. NAACL-HLT 2022: 5393-5408 - [c4]Mycal Tucker, Roger Levy, Julie A. Shah, Noga Zaslavsky:
Trading off Utility, Informativeness, and Complexity in Emergent Communication. NeurIPS 2022 - [i9]Seth Karten, Siddharth Agrawal, Mycal Tucker, Dana Hughes, Michael Lewis, Julie Shah, Katia P. Sycara:
The Enforcers: Consistent Sparse-Discrete Methods for Constraining Informative Emergent Communication. CoRR abs/2201.07452 (2022) - [i8]Mycal Tucker, William Kuhl, Khizer Shahid, Seth Karten, Katia P. Sycara, Julie Shah:
Probe-Based Interventions for Modifying Agent Behavior. CoRR abs/2201.12938 (2022) - [i7]Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah:
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes. CoRR abs/2204.09722 (2022) - [i6]Mycal Tucker, Julie Shah:
Prototype Based Classification from Hierarchy to Fairness. CoRR abs/2205.13997 (2022) - [i5]Mycal Tucker, Julie Shah, Roger Levy, Noga Zaslavsky:
Towards Human-Agent Communication via the Information Bottleneck Principle. CoRR abs/2207.00088 (2022) - [i4]Seth Karten, Mycal Tucker, Siva Kailas, Katia P. Sycara:
Towards True Lossless Sparse Communication in Multi-Agent Systems. CoRR abs/2212.00115 (2022) - 2021
- [c3]Mycal Tucker, Peng Qian, Roger Levy:
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings. ACL/IJCNLP (Findings) 2021: 862-875 - [c2]Mycal Tucker, Huao Li, Siddharth Agrawal, Dana Hughes, Katia P. Sycara, Michael Lewis, Julie A. Shah:
Emergent Discrete Communication in Semantic Spaces. NeurIPS 2021: 10574-10586 - [i3]Mycal Tucker, Peng Qian, Roger Levy:
What if This Modified That? Syntactic Interventions via Counterfactual Embeddings. CoRR abs/2105.14002 (2021) - [i2]Mycal Tucker, Huao Li, Siddharth Agrawal, Dana Hughes, Katia P. Sycara, Michael Lewis, Julie Shah:
Emergent Discrete Communication in Semantic Spaces. CoRR abs/2108.01828 (2021) - 2020
- [i1]Mycal Tucker, Yilun Zhou, Julie Shah:
Adversarially Guided Self-Play for Adopting Social Conventions. CoRR abs/2001.05994 (2020)
2010 – 2019
- 2017
- [c1]Mycal Tucker, Derya Aksaray, Rohan Paul, Gregory J. Stein, Nicholas Roy:
Learning Unknown Groundings for Natural Language Interaction with Mobile Robots. ISRR 2017: 317-333
Coauthor Index
aka: Julie Shah
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