The 2nd YouTube-8M Large-Scale Video Understanding Challenge. - Joonseok Lee; Apostol Natsev; Walter Reade; Rahul Sukthankar; George Toderici (ECCV Workshops (4), 2018)

A community-powered search of machine learning strategy space to find NMR property prediction models. - Lars A. Bratholm; Will Gerrard; Brandon M. Anderson; Shaojie Bai; Sunghwan Choi; Lam Dang; Pavel Hanchar; Addison Howard; Guillaume Huard; Sanghoon Kim; J. Zico Kolter; Risi Kondor; et al. (CoRR, 2020)

The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification. - Ujjwal Baid; Satyam Ghodasara; Michel Bilello; Suyash Mohan; Evan Calabrese; Errol Colak; Keyvan Farahani; Jayashree Kalpathy-Cramer; Felipe C. Kitamura; Sarthak Pati; Luciano M. Prevedello; Jeffrey D. Rudie; et al. (CoRR, 2021)

Predictive models of RNA degradation through dual crowdsourcing. - Hannah K. Wayment-Steele; Wipapat Kladwang; Andrew M. Watkins; Do Soon Kim; Bojan Tunguz; Walter Reade; Maggie Demkin; Jonathan Romano; Roger Wellington-Oguri; John J. Nicol; Jiayang Gao; Kazuki Onodera; et al. (CoRR, 2021)

Deep learning models for predicting RNA degradation via dual crowdsourcing. - Hannah K. Wayment-Steele; Wipapat Kladwang; Andrew M. Watkins; Do Soon Kim; Bojan Tunguz; Walter Reade; Maggie Demkin; Jonathan Romano; Roger Wellington-Oguri; John J. Nicol; Jiayang Gao; Kazuki Onodera; et al. (Nat. Mac. Intell., 2022)

CAFA-evaluator: A Python Tool for Benchmarking Ontological Classification Methods. - Damiano Piovesan; Davide Zago; Parnal Joshi; M. Clara De Paolis Kaluza; Alexander Miguel Monzon; Walter Reade; Iddo Friedberg; Predrag Radivojac; Silvio C. E. Tosatto (CoRR, 2023)

Challenge design roadmap. - Hugo Jair Escalante Balderas; Isabelle Guyon; Addison Howard; Walter Reade; Sébastien Treguer (CoRR, 2024)

Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation. - D. Sculley; Will Cukierski; Phil Culliton; Sohier Dane; Maggie Demkin; Ryan Holbrook; Addison Howard; Paul Mooney; Walter Reade; Megan Risdal; Nate Keating (CoRR, 2025)