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Mykel Kochenderfer

ICML 2026×5IROS 2026评测与基准社会与人本可解释性理论与学习动力学对齐与偏好

新星分资深

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核心/参与20

方向广度13

合作网络12

0 一作 · 6 篇 · ICML 2026 / IROS 2026

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2026 顶会论文

6

作者位次 #3/4ICML 2026Poster· Theory / Probabilistic Methods

Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks

Laura Lützow · Michael Eichelbeck · Mykel Kochenderfer · Matthias Althoff

理论与学习动力学OpenReview

作者位次 #31/37ICML 2026Poster· General Machine Learning / Evaluation

When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

Mubashara Akhtar · Anka Reuel · Prajna Soni · Sanchit Ahuja · Pawan Sasanka Ammanamanchi · Ruchit Rawal · Vilém Zouhar · Srishti Yadav · Chenxi Whitehouse · Dayeon Ki · Jennifer Mickel · Leshem Choshen · Marek Šuppa · Jan Batzner · Jenny Chim · Jeba Sania · Yanan Long · Hossein A. Rahmani · Christina Knight · Yiyang Nan · Jyoutir Raj · Yu Fan · Shubham Singh · Subramanyam Sahoo · Eliya Habba · Usman Gohar · Siddhesh Pawar · Robert Scholz · Arjun Subramonian · Jingwei Ni · Mykel Kochenderfer · Sanmi Koyejo · Mrinmaya Sachan · Stella Biderman · Zeerak Talat · Avijit Ghosh · Irene Solaiman

评测与基准OpenReview

作者位次 #4/5ICML 2026Poster· Social Aspects / Alignment

One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Reward Models

Daniel Fein · Max Lamparth · Violet Xiang · Mykel Kochenderfer · Nick Haber

对齐与偏好社会与人本可解释性OpenReview

作者位次 #4/4ICML 2026Poster· Deep Learning / Large Language Models

DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces

Romeo Valentin · Sydney Katz · Vincent Vanhoucke · Mykel Kochenderfer

作者位次 #33/35ICML 2026Poster

Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations

Anka Reuel · Avijit Ghosh · Jenny Chim · Andrew Tran · Yanan Long · Jennifer Mickel · Usman Gohar · Srishti Yadav · Pawan Sasanka Ammanamanchi · Mowafak Allaham · Hossein A. Rahmani · Mubashara Akhtar · Felix Friedrich · Robert Scholz · Michael Riegler · Jan Batzner · Eliya Habba · Arushi Saxena · Anastassia Kornilova · Kevin Wei · Prajna Soni · Yohan Mathew · Kevin Klyman · Jeba Sania · Subramanyam Sahoo · Olivia B Bruvik · Pouya Sadeghi · Sujata Goswami · Angelina Wang · Yacine Jernite · Zeerak Talat · Stella Biderman · Mykel Kochenderfer · Sanmi Koyejo · Irene Solaiman

评测与基准社会与人本OpenReview

作者位次 #5/5IROS 2026Poster· Learning-Based UAV Perception and Autonomy

AutoAresti: A Benchmark and Architecture for Real-Time Aerobatic Sequence Interpretation

Joshua Barnett · Mahdi Al-Husseini · Vikas Patel · Malti John · Mykel Kochenderfer

可解释性评测与基准长上下文与架构Aerial Systems: ApplicationsDeep Learning MethodsData Sets for Robot LearningOpenReview

常见合作者

MAMubashara Akhtar×2 ARAnka Reuel×2 PSPrajna Soni×2 PAPawan Sasanka Ammanamanchi×2 SYSrishti Yadav×2 JMJennifer Mickel×2 JBJan Batzner×2 JCJenny Chim×2 JSJeba Sania×2 YLYanan Long×2 HRHossein A. Rahmani×2 SSSubramanyam Sahoo×2