MemFlow: Memory-Aware Distributed Deep Learning. - Neil Band (SIGMOD Conference, 2020)

Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks. - Neil Band; Tim G. J. Rudner; Qixuan Feng; Angelos Filos; Zachary Nado; Mike Dusenberry; Ghassen Jerfel; Dustin Tran; Yarin Gal (NeurIPS Datasets and Benchmarks, 2021)

Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning. - Jannik Kossen; Neil Band; Clare Lyle; Aidan N. Gomez; Thomas Rainforth; Yarin Gal (NeurIPS, 2021)

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks. - Andrey Malinin; Neil Band; Yarin Gal; Mark J. F. Gales; Alexander Ganshin; German Chesnokov; Alexey Noskov; Andrey Ploskonosov; Liudmila Prokhorenkova; Ivan Provilkov; Vatsal Raina; Vyas Raina; et al. (NeurIPS Datasets and Benchmarks, 2021)

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning. - Zachary Nado; Neil Band; Mark Collier; Josip Djolonga; Michael W. Dusenberry; Sebastian Farquhar; Angelos Filos; Marton Havasi; Rodolphe Jenatton; Ghassen Jerfel; Jeremiah Z. Liu; Zelda Mariet; et al. (CoRR, 2021)

Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks. - Andrey Malinin; Neil Band; Alexander Ganshin; German Chesnokov; Yarin Gal; Mark J. F. Gales; Alexey Noskov; Andrey Ploskonosov; Liudmila Prokhorenkova; Ivan Provilkov; Vatsal Raina; Vyas Raina; et al. (CoRR, 2021)

Plex: Towards Reliability using Pretrained Large Model Extensions. - Dustin Tran; Jeremiah Z. Liu; Michael W. Dusenberry; Du Phan; Mark Collier; Jie Ren 006; Kehang Han; Zi Wang; Zelda Mariet; Huiyi Hu; Neil Band; Tim G. J. Rudner; et al. (CoRR, 2022)

Linguistic Calibration of Long-Form Generations. - Neil Band; Xuechen Li 005; Tengyu Ma 001; Tatsunori Hashimoto (ICML, 2024)

Linguistic Calibration of Language Models. - Neil Band; Xuechen Li 005; Tengyu Ma 001; Tatsunori Hashimoto (CoRR, 2024)

Synthetic continued pretraining. - Zitong Yang; Neil Band; Shuangping Li; Emmanuel J. Candès; Tatsunori Hashimoto (ICLR, 2025)

Reasoning to Learn from Latent Thoughts. - Yangjun Ruan; Neil Band; Chris J. Maddison; Tatsunori Hashimoto (CoRR, 2025)

Curriculum-Guided Layer Scaling for Language Model Pretraining. - Karanpartap Singh; Neil Band; Ehsan Adeli (CoRR, 2025)