More from the Same Authors

• 2021 Poster: Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels »
  Stefani Karp · Ezra Winston · Yuanzhi Li · Aarti Singh
• 2020 Poster: Preference-based Reinforcement Learning with Finite-Time Guarantees »
  Yichong Xu · Ruosong Wang · Lin Yang · Aarti Singh · Artur Dubrawski
• 2020 Spotlight: Preference-based Reinforcement Learning with Finite-Time Guarantees »
  Yichong Xu · Ruosong Wang · Lin Yang · Aarti Singh · Artur Dubrawski
• 2019 Poster: On Testing for Biases in Peer Review »
  Ivan Stelmakh · Nihar Shah · Aarti Singh
• 2019 Spotlight: On Testing for Biases in Peer Review »
  Ivan Stelmakh · Nihar Shah · Aarti Singh
• 2018 Poster: How Many Samples are Needed to Estimate a Convolutional Neural Network? »
  Simon Du · Yining Wang · Xiyu Zhai · Sivaraman Balakrishnan · Russ Salakhutdinov · Aarti Singh
• 2018 Poster: Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates »
  Yining Wang · Sivaraman Balakrishnan · Aarti Singh
• 2017 Poster: Hypothesis Transfer Learning via Transformation Functions »
  Simon Du · Jayanth Koushik · Aarti Singh · Barnabas Poczos
• 2017 Poster: Gradient Descent Can Take Exponential Time to Escape Saddle Points »
  Simon Du · Chi Jin · Jason D Lee · Michael Jordan · Aarti Singh · Barnabas Poczos
• 2017 Spotlight: Gradient Descent Can Take Exponential Time to Escape Saddle Points »
  Simon Du · Chi Jin · Jason D Lee · Michael Jordan · Aarti Singh · Barnabas Poczos
• 2017 Poster: On the Power of Truncated SVD for General High-rank Matrix Estimation Problems »
  Simon Du · Yining Wang · Aarti Singh
• 2017 Poster: Noise-Tolerant Interactive Learning Using Pairwise Comparisons »
  Yichong Xu · Hongyang Zhang · Aarti Singh · Artur Dubrawski · Kyle Miller
• 2016 Poster: Data Poisoning Attacks on Factorization-Based Collaborative Filtering »
  Bo Li · Yining Wang · Aarti Singh · Yevgeniy Vorobeychik
• 2015 Poster: Differentially private subspace clustering »
  Yining Wang · Yu-Xiang Wang · Aarti Singh
• 2013 Poster: Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic »
  James L Sharpnack · Akshay Krishnamurthy · Aarti Singh
• 2013 Poster: Low-Rank Matrix and Tensor Completion via Adaptive Sampling »
  Akshay Krishnamurthy · Aarti Singh
• 2013 Poster: Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation »
  Martin Azizyan · Aarti Singh · Larry Wasserman
• 2013 Poster: Cluster Trees on Manifolds »
  Sivaraman Balakrishnan · Srivatsan Narayanan · Alessandro Rinaldo · Aarti Singh · Larry Wasserman
• 2012 Workshop: Algebraic Topology and Machine Learning »
  Sivaraman Balakrishnan · Alessandro Rinaldo · Donald Sheehy · Aarti Singh · Larry Wasserman
• 2011 Poster: Minimax Localization of Structural Information in Large Noisy Matrices »
  Mladen Kolar · Sivaraman Balakrishnan · Alessandro Rinaldo · Aarti Singh
• 2011 Poster: Noise Thresholds for Spectral Clustering »
  Sivaraman Balakrishnan · Min Xu · Akshay Krishnamurthy · Aarti Singh
• 2011 Spotlight: Noise Thresholds for Spectral Clustering »
  Sivaraman Balakrishnan · Min Xu · Akshay Krishnamurthy · Aarti Singh
• 2011 Spotlight: Minimax Localization of Structural Information in Large Noisy Matrices »
  Mladen Kolar · Sivaraman Balakrishnan · Alessandro Rinaldo · Aarti Singh
• 2010 Oral: Identifying graph-structured activation patterns in networks »
  James L Sharpnack · Aarti Singh
• 2010 Poster: Identifying graph-structured activation patterns in networks »
  James L Sharpnack · Aarti Singh
• 2008 Poster: Unlabeled data: Now it helps, now it doesn't »
  Aarti Singh · Rob Nowak · Jerry Zhu
• 2008 Oral: Unlabeled data: Now it helps, now it doesn't »
  Aarti Singh · Rob Nowak · Jerry Zhu