AB
Arindam Banerjee
cs.LGstat.MLmath.OCcs.AImath.STstat.THcs.CRcs.IRcs.CLcs.CV
On Valency
published · living versionsW_kb5efy95·v1 · currentpublished
Conservative Dueling Bandits: Preference Learning under Baseline Constraints
with Rohan Deb, Mohammad Ghavamzadeh
1 version
Preprints & journals
67 papers in the corpus · 2004–2026Replicable Dueling Bandits2610.20908v1 · Rohan Deb, Aadirupa Saha, Udaya Ghai et al.2026 · 0 citationsarXiv
Inference Time Policy Optimization for Offline RL with Differentiable World Models2603.22430v2 · Rohan Deb, Stephen J. Wright, Arindam Banerjee2026 · 0 citationsarXiv
Gradual Fine-Tuning for Flow Matching Models2601.22495v2 · Gudrun Thorkelsdottir, Arindam Banerjee2026 · 0 citationsarXiv
Optimization for Neural Operators can Benefit from Width2502.00705v1 · Pedro Cisneros-Velarde, Bhavesh Shrimali, Arindam Banerjee2025 · 0 citationsarXiv
Conservative Contextual Bandits: Beyond Linear Representations2412.06165v1 · Rohan Deb, Mohammad Ghavamzadeh, Arindam Banerjee2024 · 0 citationsarXiv
On the Generalizability of Foundation Models for Crop Type Mapping2409.09451v5 · Yi-Chia Chang, Adam J. Stewart, Favyen Bastani et al.2024 · 4 citationsarXiv
Optimization and Generalization Guarantees for Weight Normalization2409.08935v2 · Pedro Cisneros-Velarde, Zhijie Chen, Sanmi Koyejo et al.2024 · 0 citationsarXiv
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees2406.07712v2 · Arindam Banerjee, Qiaobo Li, Yingxue Zhou2024 · 0 citationsarXiv
AmbientFlow: Invertible generative models from incomplete, noisy measurements2309.04856v2 · Varun A. Kelkar, Rucha Deshpande, Arindam Banerjee et al.2023 · 0 citationsarXiv
Neural Exploitation and Exploration of Contextual Bandits2305.03784v3 · Yikun Ban, Yuchen Yan, Arindam Banerjee et al.2023 · 0 citationsarXiv
Restricted Strong Convexity of Deep Learning Models with Smooth Activations2209.15106v1 · Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu et al.2022 · 1 citationarXiv
The number of tree species on Earth.35101981 · Cazzolla Gatti, Roberto, Reich, Peter B, Gamarra, Javier G P et al.2022 · 230 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(6)
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics2201.03064v2 · Arindam Banerjee, Tiancong Chen, Xinyan Li et al.2022 · 1 citationarXiv
EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits2110.03177v8 · Yikun Ban, Yuchen Yan, Arindam Banerjee et al.2021 · 12 citationsarXiv
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration2110.05196v1 · Sijie He, Xinyan Li, Laurie Trenary et al.2021 · 18 citationsarXiv
Noisy Truncated SGD: Optimization and Generalization2103.00075v2 · Yingxue Zhou, Xinyan Li, Arindam Banerjee2021 · 2 citationsarXiv
Bypassing the Ambient Dimension: Private SGD with Gradient Subspace Identification2007.03813v2 · Yingxue Zhou, Zhiwei Steven Wu, Arindam Banerjee2020 · 33 citationsarXiv
Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds2006.13501v2 · Yingxue Zhou, Xiangyi Chen, Mingyi Hong et al.2020 · 7 citationsarXiv
Gradient Boosted Normalizing Flows2002.11896v4 · Robert Giaquinto, Arindam Banerjee2020 · 6 citationsarXiv
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis2002.11332v1 · Vidyashankar Sivakumar, Zhiwei Steven Wu, Arindam Banerjee2020 · 5 citationsarXiv
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors2002.09956v3 · Arindam Banerjee, Tiancong Chen, Yingxue Zhou2020 · 4 citationsarXiv
TRY plant trait database - enhanced coverage and open access.31891233 · Kattge, Jens, Bönisch, Gerhard, Díaz, Sandra et al.2020 · 2,101 citationsGlobal change biology. 2020;26(1):119-188
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond1910.04930v2 · Arindam Banerjee, Qilong Gu, Vidyashankar Sivakumar et al.2019 · 3 citationsarXiv
Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization1907.10732v1 · Xinyan Li, Qilong Gu, Yingxue Zhou et al.2019 · 29 citationsarXiv
Two-block vs. Multi-block ADMM: An empirical evaluation of convergence1907.04524v1 · Andre Goncalves, Xiaoli Liu, Arindam Banerjee2019 · 4 citationsarXiv
DAPPER: Scaling Dynamic Author Persona Topic Model to Billion Word Corpora1811.01931v1 · Robert Giaquinto, Arindam Banerjee2018 · 1 citationarXiv
Adversarial Recommendation: Attack of the Learned Fake Users1809.08336v1 · Konstantina Christakopoulou, Arindam Banerjee2018 · 4 citationsarXiv
Time Series Deinterleaving of DNS Traffic1807.05650v1 · Amir Asiaee, Hardik Goel, Shalini Ghosh et al.2018 · 4 citationsarXiv
High Dimensional Data Enrichment: Interpretable, Fast, and Data-Efficient1806.04047v4 · Amir Asiaee, Samet Oymak, Kevin R. Coombes et al.2018 · 3 citationsarXiv
Topic Modeling on Health Journals with Regularized Variational Inference1801.04958v1 · Robert Giaquinto, Arindam Banerjee2018 · 5 citationsarXiv
Modeling Alzheimer's disease cognitive scores using multi-task sparse group lasso.29602022 · Liu, Xiaoli, Goncalves, André R, Cao, Peng et al.2019 · 42 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2018;66:100-114
Mapping local and global variability in plant trait distributions.29196525 · Butler, Ethan E, Datta, Abhirup, Flores-Moreno, Habacuc et al.2018 · 291 citationsProceedings of the National Academy of Sciences of the United States of America. 2017;114(51):E10937-E10946
Sparse Linear Isotonic Models1710.05989v1 · Sheng Chen, Arindam Banerjee2017 · 3 citationsarXiv
High-Dimensional Dependency Structure Learning for Physical Processes1709.03891v1 · Jamal Golmohammadi, Imme Ebert-Uphoff, Sijie He et al.2017 · 1 citationarXiv
R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting1709.03159v1 · Hardik Goel, Igor Melnyk, Arindam Banerjee2017 · 30 citationsarXiv
High Dimensional Structured Superposition Models1705.10886v1 · Qilong Gu, Arindam Banerjee2017 · 2 citationsarXiv
Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning1701.08840v1 · Andr'e R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben2017 · 11 citationsarXiv
Recommendation under Capacity Constraints1701.05228v2 · Konstantina Christakopoulou, Jaya Kawale, Arindam Banerjee2017 · 0 citationsarXiv
Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data1612.08544v2 · Anuj Karpatne, Gowtham Atluri, James Faghmous et al.2016 · 1,747 citationsIEEE Transactions on Knowledge and Data Engineering, 29(10), pp.2318-2331. 2017
Alternating Estimation for Structured High-Dimensional Multi-Response Models1606.08957v1 · Sheng Chen, Arindam Banerjee2016 · 3 citationsarXiv
Structured Stochastic Linear Bandits1606.05693v1 · Nicholas Johnson, Vidyashankar Sivakumar, Arindam Banerjee2016 · 5 citationsarXiv
Generalized Direct Change Estimation in Ising Model Structure1606.05302v1 · Farideh Fazayeli, Arindam Banerjee2016 · 12 citationsarXiv
The Matrix Generalized Inverse Gaussian Distribution: Properties and Applications1604.03463v2 · Farideh Fazayeli, Arindam Banerjee2016 · 9 citationsarXiv
Structured Matrix Recovery via the Generalized Dantzig Selector1604.03492v1 · Sheng Chen, Arindam Banerjee2016 · 6 citationsarXiv
Unified View of Matrix Completion under General Structural Constraints1603.08708v2 · Suriya Gunasekar, Arindam Banerjee, Joydeep Ghosh2016 · 10 citationsarXiv
Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems1602.06550v2 · Igor Melnyk, Arindam Banerjee, Bryan Matthews et al.2016 · 50 citationsarXiv
Estimating Structured Vector Autoregressive Model1602.06606v2 · Igor Melnyk, Arindam Banerjee2016 · 23 citationsarXiv
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs.27563230 · Sivakumar, Vidyashankar, Banerjee, Arindam, Ravikumar, Pradeep2019 · 16 citationsAdvances in neural information processing systems. 2015;28:2197-2205
Estimation with Norm Regularization1505.02294v3 · Arindam Banerjee, Sheng Chen, Farideh Fazayeli et al.2015 · 41 citationsarXiv
Revisiting Non-Progressive Influence Models: Scalable Influence Maximization1412.5718v3 · Golshan Golnari, Amir Asiaee, Arindam Banerjee et al.2014 · 4 citationsarXiv
Career total: 199 works. 67 are in this corpus.Showing the 50 most recent.
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