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Cynthia Rudin

ICML 2026×5AAAI 2026×2可解释性社会与人本效率与系统检索与知识强化学习与后训练

新星分资深

32

一作贡献0

核心/参与17

方向广度13

合作网络12

0 一作 · 7 篇 · ICML 2026 / AAAI 2026

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2026 顶会论文

7

作者位次 #5/5ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets

Zakk Heile · Hayden McTavish · Varun Babbar · Margo Seltzer · Cynthia Rudin

可解释性效率与系统社会与人本OpenReview

作者位次 #9/10ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods

Michal Moshkovitz · Suraj Srinivas · Lesia Semenova · Nave Frost · Cyrus Rashtchian · Valentyn Boreiko · Shichang Zhang · Himabindu Lakkaraju · Cynthia Rudin · Jennifer Wortman Vaughan

可解释性检索与知识社会与人本OpenReview

作者位次 #6/7ICML 2026Poster· Reinforcement Learning / Everything Else

Noise as a Natural Regularizer in Markov Decision Processes: Connecting Environmental Stochasticity and Policy Simplicity

Harry Chen · Yiyang Sun · Michal Moshkovitz · Zachery Boner · Lesia Semenova · Cynthia Rudin · Ron Parr

强化学习与后训练OpenReview

作者位次 #5/5ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees

Yixiao Wang · Hayden McTavish · Varun Babbar · Margo Seltzer · Cynthia Rudin

可解释性社会与人本OpenReview

作者位次 #4/4ICML 2026Spotlight· Social Aspects / Accountability, Transparency, and Interpretability

Rashomon Sets of Falling Trees

Varun Babbar · Zachery Boner · Margo Seltzer · Cynthia Rudin

可解释性社会与人本OpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

AutoSchA: Automatic Hierarchical Music Representations via Multi-Relational Node Isolation

Stephen Ni-Hahn · Rico Zhu · Jerry Yin · Tmall Group of Alibaba) · Cynthia Rudin · Simon Mak

可解释性OpenReview

作者位次 #3/3AAAI 2026Poster· Artificial Intelligence

Resolving Predictive Multiplicity for the Rashomon Set

Parian Haghighat · Hadis Anahideh · Cynthia Rudin

常见合作者

VBVarun Babbar×3 MSMargo Seltzer×3 HMHayden McTavish×2 MMMichal Moshkovitz×2 LSLesia Semenova×2 ZBZachery Boner×2 ZHZakk Heile SSSuraj Srinivas NFNave Frost CRCyrus Rashtchian VBValentyn Boreiko SZShichang Zhang