Robert Nowak

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 20

Top Topics

Multi Armed Bandits

Adaptive Sampling

Active Learning

Top Venues

Publications

Jifan Zhang, Lalit Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy T. Rogers, Kevin Jamieson, Robert Mankoff, Robert Nowak
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning. CoRR (2024)
Yinglun Zhu, Robert Nowak
Active Learning with Neural Networks: Insights from Nonparametric Statistics. NeurIPS (2022)
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert Nowak
One for All: Simultaneous Metric and Preference Learning over Multiple Users. NeurIPS (2022)
Julian Katz-Samuels, Julia Nakhleh, Robert Nowak, Yixuan Li
Training OOD Detectors in their Natural Habitats. CoRR (2022)
Yinglun Zhu, Robert Nowak
Efficient Active Learning with Abstention. NeurIPS (2022)
Blake Mason, Ardhendu Tripathy, Robert Nowak
Nearest neighbor search under uncertainty. UAI (2021)
Yinglun Zhu, Dongruo Zhou, Ruoxi Jiang, Quanquan Gu, Rebecca Willett, Robert Nowak
Pure Exploration in Kernel and Neural Bandits. NeurIPS (2021)
Julian Katz-Samuels, Blake Mason, Kevin G. Jamieson, Robert Nowak
Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers. NeurIPS (2021)
Urvashi Oswal, Aniruddha Bhargava, Robert Nowak
Linear Bandits with Feature Feedback. AAAI (2020)
Blake Mason, Lalit Jain, Ardhendu Tripathy, Robert Nowak
Finding All $\epsilon$-Good Arms in Stochastic Bandits. NeurIPS (2020)
Yinglun Zhu, Robert Nowak
On Regret with Multiple Best Arms. NeurIPS (2020)
Yinglun Zhu, Sumeet Katariya, Robert Nowak
Robust Outlier Arm Identification. CoRR (2020)
Yuzhe Ma, Robert Nowak, Philippe Rigollet, Xuezhou Zhang, Xiaojin Zhu
Teacher Improves Learning by Selecting a Training Subset. CoRR (2018)
Sumeet Katariya, Lalit Jain, Nandana Sengupta, James Evans, Robert Nowak
Adaptive Sampling for Coarse Ranking. AISTATS (2018)
Ayon Sen, Purav Patel, Martina A. Rau, Blake Mason, Robert Nowak, Timothy T. Rogers, Xiaojin Zhu
Machine Beats Human at Sequencing Visuals for Perceptual-Fluency Practice. EDM (2018)
Sumeet Katariya, Lalit Jain, Nandana Sengupta, James Evans, Robert Nowak
Adaptive Sampling for Coarse Ranking. CoRR (2018)
Yuzhe Ma, Robert Nowak, Philippe Rigollet, Xuezhou Zhang, Xiaojin Zhu
Teacher Improves Learning by Selecting a Training Subset. AISTATS (2018)
Ayon Sen, Purav Patel, Martina A. Rau, Blake Mason, Robert Nowak, Timothy T. Rogers, Jerry Zhu
For Teaching Perceptual Fluency, Machines Beat Human Experts. CogSci (2018)
Ervin Tanczos, Robert Nowak, Bob Mankoff
A KL-LUCB algorithm for Large-Scale Crowdsourcing. NIPS (2017)
Scott Sievert, Daniel Ross, Lalit Jain, Kevin Jamieson, Robert Nowak, Robert Mankoff
NEXT: A system to easily connect crowdsourcing and adaptive data collection. SciPy (2017)
Lorne Applebaum, Waheed U. Bajwa, A. Robert Calderbank, Jarvis D. Haupt, Robert Nowak
Deterministic pilot sequences for sparse channel estimation in OFDM systems. DSP (2011)
Laura Balzano, Robert Nowak, Benjamin Recht
Online identification and tracking of subspaces from highly incomplete information. Allerton (2010)
Waheed U. Bajwa, Akbar M. Sayeed, Robert Nowak
A restricted isometry property for structurally-subsampled unitary matrices. Allerton (2009)
Robert Nowak
Generalized binary search. Allerton (2008)
Waheed U. Bajwa, Akbar M. Sayeed, Robert Nowak
Learning sparse doubly-selective channels. Allerton (2008)