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Tsybakov Noise Adaptive Margin-Based Active Learning
Aarti Singh
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Aarti Singh (CMU)
More from the Same Authors
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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