Aarti Singh
Orcid: 0000-0002-8278-3672
According to our database1,
Aarti Singh
authored at least 146 papers
between 2005 and 2024.
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Bibliography
2024
J. Optim. Theory Appl., September, 2024
ACM Trans. Internet Things, February, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Proceedings of the AAAI 2024 Spring Symposium Series, 2024
2023
IEEE Trans. Mob. Comput., March, 2023
Deep learning powered real-time identification of insects using citizen science data.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Trans. Mach. Learn. Res., 2022
J. Mach. Learn. Res., 2022
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
2021
Prior and Prejudice: The Novice Reviewers' Bias against Resubmissions in Conference Peer Review.
Proc. ACM Hum. Comput. Interact., 2021
Near-optimal discrete optimization for experimental design: a regret minimization approach.
Math. Program., 2021
J. Mach. Learn. Res., 2021
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large Conferences.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information.
J. Mach. Learn. Res., 2020
CoRR, 2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data.
IEEE Trans. Inf. Theory, 2019
IEEE Trans. Inf. Theory, 2019
Rate optimal estimation and confidence intervals for high-dimensional regression with missing covariates.
J. Multivar. Anal., 2019
A clustered neighbourhood consensus algorithm for a generic agent interaction protocol.
Int. J. Adv. Intell. Paradigms, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
IEEE Trans. Inf. Theory, 2018
Int. J. Adv. Intell. Paradigms, 2018
Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty.
CoRR, 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information.
Proceedings of the 35th International Conference on Machine Learning, 2018
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Signal Process., 2017
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models.
J. Mach. Learn. Res., 2017
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data.
J. Mach. Learn. Res., 2017
A novel agent based autonomous and service composition framework for cost optimization of resource provisioning in cloud computing.
J. King Saud Univ. Comput. Inf. Sci., 2017
A Thorough Insight into Theoretical and Practical Developments in MultiAgent Systems.
Int. J. Ambient Comput. Intell., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 30th Conference on Learning Theory, 2017
2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Inf. Process. over Networks, 2016
Automatic builder of class diagram (ABCD): an application of UML generation from functional requirements.
Softw. Pract. Exp., 2016
Quantifying Differences and Similarities in Whole-Brain White Matter Architecture Using Local Connectome Fingerprints.
PLoS Comput. Biol., 2016
Minimax Subsampling for Estimation and Prediction in Low-Dimensional Linear Regression.
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
ICTCS, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Noise-Adaptive Margin-Based Active Learning and Lower Bounds under Tsybakov Noise Condition.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Int. J. Serv. Sci. Manag. Eng. Technol., 2015
Agent based Resource Allocation Mechanism Focusing Cost Optimization in Cloud Computing.
Int. J. Cloud Appl. Comput., 2015
Provably Correct Active Sampling Algorithms for Matrix Column Subset Selection with Missing Data.
CoRR, 2015
Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing.
CoRR, 2015
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
On the High Dimensional Power of a Linear-Time Two Sample Test under Mean-shift Alternatives.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
CoRR, 2014
On the High-dimensional Power of Linear-time Kernel Two-Sample Testing under Mean-difference Alternatives.
CoRR, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Near-optimal and computationally efficient detectors for weak and sparse graph-structured patterns.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the Algorithmic Learning Theory - 24th International Conference, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
CoRR, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the High Performance Architecture and Grid Computing, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
2008
IEEE Trans. Inf. Technol. Biomed., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
2006
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
2005
Spatial reuse through adaptive interference cancellation in multi-antenna wireless networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005