Sanjay Shakkottai
Orcid: 0000-0002-4325-9050
According to our database1,
Sanjay Shakkottai
authored at least 190 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2014, "For contributions to the modeling, design, and analysis of wireless networks".
Timeline
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Bibliography
2024
ACM Trans. Model. Perform. Evaluation Comput. Syst., September, 2024
IEEE Trans. Autom. Control., April, 2024
A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation.
Oper. Res., 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control.
CoRR, 2024
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness.
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
A Theoretical Justification for Image Inpainting using Denoising Diffusion Probabilistic Models.
CoRR, 2023
Proceedings of the ACM SIGCOMM 2023 Conference, 2023
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Meta-Learning for Image-Guided Millimeter-Wave Beam Selection in Unseen Environments.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
2022
IEEE/ACM Trans. Netw., 2022
Proc. ACM Meas. Anal. Comput. Syst., 2022
Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Online learning for multi-agent based resource allocation in weakly coupled wireless systems.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022
Proceedings of the International Conference on Machine Learning, 2022
Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
Proceedings of the Conference on Lifelong Learning Agents, 2022
Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks.
Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Auto-Tuning for Cellular Scheduling Through Bandit-Learning and Low-Dimensional Clustering.
IEEE/ACM Trans. Netw., 2021
Proc. ACM Meas. Anal. Comput. Syst., 2021
Online learning for hierarchical scheduling to support network slicing in cellular networks.
Perform. Evaluation, 2021
Oper. Res., 2021
CoRR, 2021
A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
MmWave Codebook Selection in Rapidly-Varying Channels via Multinomial Thompson Sampling.
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
HooVer: A Framework for Verification and Parameter Synthesis in Stochastic Systems using Optimistic Optimization.
Proceedings of the IEEE Conference on Control Technology and Applications, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
IEEE/ACM Trans. Netw., 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Proc. ACM Meas. Anal. Comput. Syst., 2019
CoRR, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Side-information-aided Noncoherent Beam Alignment Design for Millimeter Wave Systems.
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019
Online Channel-state Clustering And Multiuser Capacity Learning For Wireless Scheduling.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Augmenting Max-Weight With Explicit Learning for Wireless Scheduling With Switching Costs.
IEEE/ACM Trans. Netw., 2018
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018
CoRR, 2018
The Shape of Alerts: Detecting Malware Using Distributed Detectors by Robustly Amplifying Transient Correlations.
CoRR, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
IEEE/ACM Trans. Netw., 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 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015
MaxWeight Versus BackPressure: Routing and Scheduling in Multichannel Relay Networks.
IEEE/ACM Trans. Netw., 2015
IEEE Trans. Inf. Theory, 2015
IEEE Trans. Inf. Theory, 2015
Queueing Syst. Theory Appl., 2015
Wireless scheduling with partial channel state information: large deviations and optimality.
Queueing Syst. Theory Appl., 2015
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
2014
Scheduling in Multi-Channel Wireless Networks: Rate Function Optimality in the Small-Buffer Regime.
IEEE Trans. Inf. Theory, 2014
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
IEEE/ACM Trans. Netw., 2013
On the Value of Coordination and Delayed Queue Information in Multicellular Scheduling.
IEEE Trans. Autom. Control., 2013
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
2012
IEEE/ACM Trans. Netw., 2012
IEEE/ACM Trans. Netw., 2012
IEEE Trans. Inf. Theory, 2012
IEEE Trans. Autom. Control., 2012
IEEE Trans. Autom. Control., 2012
Queueing Syst. Theory Appl., 2012
Queueing Syst. Theory Appl., 2012
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the Fourth International Conference on Communication Systems and Networks, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
On combining shortest-path and back-pressure routing over multihop wireless networks.
IEEE/ACM Trans. Netw., 2011
IEEE Trans. Inf. Theory, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
2010
IEEE/ACM Trans. Netw., 2010
IEEE Trans. Inf. Theory, 2010
Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, 2010
On Scheduling for Minimizing End-to-End Buffer Usage over Multihop Wireless Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
IEEE Trans. Autom. Control., 2009
On Combining Shortest-Path and Back-Pressure Routing Over Multihop Wireless Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
IEEE/ACM Trans. Netw., 2008
IEEE Trans. Inf. Theory, 2008
IEEE Trans. Autom. Control., 2008
Optimal Geographic Routing for Wireless Networks with Near-Arbitrary Holes and Traffic.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Distributed power control in wireless ad hoc networks using message passing: Throughput optimality and network utility maximization.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
2007
IEEE/ACM Trans. Netw., 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
On Optimal Geographic Routing in Wireless Networks with Holes and Non-Uniform Traffic.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
IEEE/ACM Trans. Netw., 2006
IEEE Trans. Autom. Control., 2006
Optimal power allocation for a time-varying wireless channel under heavy-traffic approximation.
IEEE Trans. Autom. Control., 2006
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006
Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006
Fast Matching Algorithms for Repetitive Optimization: An Application to Switch Scheduling.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
2005
IEEE Trans. Autom. Control., 2005
Math. Oper. Res., 2005
2004
IEEE Trans. Inf. Theory, 2004
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
Bounds on the throughput of congestion controllers in the presence of feedback delay.
IEEE/ACM Trans. Netw., 2003
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003
2002
PhD thesis, 2002
Wirel. Networks, 2002
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002
2001
IEEE/ACM Trans. Netw., 2001
Queueing Syst. Theory Appl., 2001
Proceedings of the 33nd conference on Winter simulation, 2001
Boundedness of utility function based congestion controllers in the presence of delay.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
2000
Proceedings of the 2000 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 2000