Robert Nowak

32 papers A* 9A 3B 2Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Guest Editorial for Part 1 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors].
IEEE Signal Process. Mag.
Laura Balzano, Joan Bruna Estrach, Gitta Kutyniok, Robert Nowak, Jong Chul Ye
2025 J jnl
Estimating the Self-Consistency of LLMs.
CoRR
Robert Nowak
2025 J jnl
How and Why LLMs Generalize: A Fine-Grained Analysis of LLM Reasoning from Cognitive Behaviors to Low-Level Patterns.
CoRR
Haoyue Bai, Yiyou Sun, Wenjie Hu, Shi Qiu, Maggie Ziyu Huan, Peiyang Song, Robert Nowak, Dawn Song
2025 J jnl
IMProofBench: Benchmarking AI on Research-Level Mathematical Proof Generation.
CoRR
Johannes Schmitt, Gergely Bérczi, Jasper Dekoninck, Jeremy Feusi, Tim Gehrunger, Raphael Appenzeller, Jim Bryan, Niklas Canova, Timo de Wolff, Filippo Gaia, Michel van Garrel, Baran Hashemi, David Holmes, Aitor Iribar Lopez, Victor Jaeck, Martina Jørgensen, Steven Kelk, Stefan Kuhlmann, Adam Kurpisz, Chiara Meroni, Ingmar Metzler, Martin Möller, Samuel Muñoz-Echániz, Robert Nowak, Georg Oberdieck, Daniel Platt, Dylan Possamaï, Gabriel Ribeiro, Raul Sanchez Galan, Zheming Sun, Josef Teichmann, Richard P. Thomas, Charles Vial
2024 J jnl
AHA: Human-Assisted Out-of-Distribution Generalization and Detection.
CoRR
Haoyue Bai, Jifan Zhang, Robert Nowak
2024 A* conf
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning.
NeurIPS
Jifan Zhang, Lalit K. Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy T. Rogers, Kevin Jamieson, Bob Mankoff, Robert Nowak
2024 J jnl
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning.
CoRR
Jifan Zhang, Lalit K. Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy T. Rogers, Kevin Jamieson, Robert Mankoff, Robert Nowak
2023 J jnl
Editorial Special Issue on Causality: Fundamental Limits and Applications.
IEEE J. Sel. Areas Inf. Theory
Negar Kiyavash, Elias Bareinboim, Todd P. Coleman, Alex Dimakis, Bernhard Schlkopf, Peter Spirtes, Kun Zhang, Robert Nowak
2022 A* conf
Active Learning with Neural Networks: Insights from Nonparametric Statistics.
NeurIPS
Yinglun Zhu, Robert Nowak
2022 A* conf
Efficient Active Learning with Abstention.
NeurIPS
Yinglun Zhu, Robert Nowak
2022 A* conf
One for All: Simultaneous Metric and Preference Learning over Multiple Users.
NeurIPS
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert Nowak
2022 J jnl
Training OOD Detectors in their Natural Habitats.
CoRR
Julian Katz-Samuels, Julia B. Nakhleh, Robert Nowak, Yixuan Li
2021 A conf
Nearest neighbor search under uncertainty.
UAI
Blake Mason, Ardhendu Tripathy, Robert Nowak
2021 A* conf
Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers.
NeurIPS
Julian Katz-Samuels, Blake Mason, Kevin Jamieson, Robert Nowak
2021 A* conf
Pure Exploration in Kernel and Neural Bandits.
NeurIPS
Yinglun Zhu, Dongruo Zhou, Ruoxi Jiang, Quanquan Gu, Rebecca Willett, Robert Nowak
2020 A* conf
Finding All $\epsilon$-Good Arms in Stochastic Bandits.
NeurIPS
Blake Mason, Lalit K. Jain, Ardhendu Tripathy, Robert Nowak
2020 A* conf
Linear Bandits with Feature Feedback.
AAAI
Urvashi Oswal, Aniruddha Bhargava, Robert Nowak
2020 A* conf
On Regret with Multiple Best Arms.
NeurIPS
Yinglun Zhu, Robert Nowak
2020 J jnl
Robust Outlier Arm Identification.
CoRR
Yinglun Zhu, Sumeet Katariya, Robert Nowak
2018 A conf
Adaptive Sampling for Coarse Ranking.
AISTATS
Sumeet Katariya, Lalit K. Jain, Nandana Sengupta, James Evans, Robert Nowak
2018 J jnl
Adaptive Sampling for Coarse Ranking.
CoRR
Sumeet Katariya, Lalit K. Jain, Nandana Sengupta, James Evans, Robert Nowak
2018 B conf
For Teaching Perceptual Fluency, Machines Beat Human Experts.
CogSci
Ayon Sen, Purav Patel, Martina A. Rau, Blake Mason, Robert Nowak, Timothy T. Rogers, Jerry Zhu
2018 B conf
Machine Beats Human at Sequencing Visuals for Perceptual-Fluency Practice.
EDM
Ayon Sen, Purav Patel, Martina A. Rau, Blake Mason, Robert Nowak, Timothy T. Rogers, Xiaojin Zhu
2018 A conf
Teacher Improves Learning by Selecting a Training Subset.
AISTATS
Yuzhe Ma, Robert Nowak, Philippe Rigollet, Xuezhou Zhang, Xiaojin Zhu
2018 J jnl
Teacher Improves Learning by Selecting a Training Subset.
CoRR
Yuzhe Ma, Robert Nowak, Philippe Rigollet, Xuezhou Zhang, Xiaojin Zhu
2017 — conf
A KL-LUCB algorithm for Large-Scale Crowdsourcing.
NIPS
Ervin Tanczos, Robert Nowak, Bob Mankoff
2017 — conf
NEXT: A system to easily connect crowdsourcing and adaptive data collection.
SciPy
Scott Sievert, Daniel Ross, Lalit K. Jain, Kevin Jamieson, Robert Nowak, Robert Mankoff
2011 — conf
Deterministic pilot sequences for sparse channel estimation in OFDM systems.
DSP
Lorne Applebaum, Waheed U. Bajwa, A. Robert Calderbank, Jarvis D. Haupt, Robert Nowak
2010 — conf
Online identification and tracking of subspaces from highly incomplete information.
Allerton
Laura Balzano, Robert Nowak, Benjamin Recht
2009 — conf
A restricted isometry property for structurally-subsampled unitary matrices.
Allerton
Waheed U. Bajwa, Akbar M. Sayeed, Robert Nowak
2008 — conf
Generalized binary search.
Allerton
Robert Nowak
2008 — conf
Learning sparse doubly-selective channels.
Allerton
Waheed U. Bajwa, Akbar M. Sayeed, Robert Nowak