Call for Contributions: Neurips 2026 Workshop "E-values: from Statistics to ML"

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Shubhada Agrawal

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Aug 4, 2026, 6:51:45 AMAug 4

to COLT (Computational Learning Theory)

Dear COLT community,

We are excited to announce the NeurIPS 2026 workshop “E-Values: From Statistics to ML”, taking place on December 12 or 13, 2026 (exact date to be confirmed), in Paris.

Confirmed invited speakers: Michael Jordan, Emilie Kaufmann, Rianne de Heide, Eugenio Clerico, and Nick Koning.

Call for contributions: We invite submissions on e-values, e-processes, anytime-valid inference, and their applications in statistics and machine learning, including conformal prediction, sequential testing, online learning, bandits, reinforcement learning, AI auditing, and foundation models. We welcome contributions at all stages, from new ideas and ongoing work to mature research.

Submission deadline: August 29, 2026

Workshop information and submissions: https://e-values-workshop.github.io/

We hope to see many of you there!

Best wishes,

The organizers

(Shubhada Agrawal, Sebastian Arnold, YJ Choe, Peter Grünwald, and Aaditya Ramdas).

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