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Sandeep P Chinchali
Sandeep P Chinchali
Assistant Professor, UT Austin ECE
Verified email at utexas.edu
Title
Cited by
Cited by
Year
Cellular network traffic scheduling with deep reinforcement learning
S Chinchali, P Hu, T Chu, M Sharma, M Bansal, R Misra, M Pavone, ...
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
2522018
Numfabric: Fast and flexible bandwidth allocation in datacenters
K Nagaraj, D Bharadia, H Mao, S Chinchali, M Alizadeh, S Katti
Proceedings of the 2016 ACM SIGCOMM Conference, 188-201, 2016
1322016
Network offloading policies for cloud robotics: a learning-based approach
S Chinchali, A Sharma, J Harrison, A Elhafsi, D Kang, E Pergament, ...
Autonomous Robots 45 (7), 997-1012, 2021
1222021
Multi-agent reinforcement learning for networked system control
T Chu, S Chinchali, S Katti
arXiv preprint arXiv:2004.01339, 2020
1222020
Class-aware adversarial transformers for medical image segmentation
C You, R Zhao, F Liu, S Dong, S Chinchali, U Topcu, L Staib, J Duncan
Advances in Neural Information Processing Systems 35, 29582-29596, 2022
942022
Neural networks meet physical networks: Distributed inference between edge devices and the cloud
SP Chinchali, E Cidon, E Pergament, T Chu, S Katti
Proceedings of the 17th ACM workshop on hot topics in networks, 50-56, 2018
542018
Scheduling packets over multiple interfaces while respecting user preferences
KK Yap, TY Huang, Y Yiakoumis, S Chinchali, N McKeown, S Katti
Proceedings of the ninth ACM conference on Emerging networking experiments …, 2013
462013
Combining reinforcement learning with model predictive control for on-ramp merging
J Lubars, H Gupta, S Chinchali, L Li, A Raja, R Srikant, X Wu
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
332021
Towards formal synthesis of reactive controllers for dexterous robotic manipulation
S Chinchali, SC Livingston, U Topcu, JW Burdick, RM Murray
2012 IEEE International Conference on Robotics and Automation, 5183-5189, 2012
332012
Axel rover paddle wheel design, efficiency, and sinkage on deformable terrain
P Abad-Manterola, JW Burdick, IAD Nesnas, S Chinchali, C Fuller, X Zhou
2010 IEEE International Conference on Robotics and Automation, 2821-2827, 2010
242010
Multi-objective optimal control for proactive decision making with temporal logic models
SP Chinchali, SC Livingston, M Chen, M Pavone
The International Journal of Robotics Research 38 (12-13), 1490-1512, 2019
162019
Co-Design of Communication and Machine Inference for Cloud Robotics
M Nakanoya, S Chinchali, A Anemogiannis, A Datta, S Katti, M Pavone
Robotics: Science and Systems, 2021
15*2021
Data sharing and compression for cooperative networked control
J Cheng, M Pavone, S Katti, S Chinchali, A Tang
Advances in Neural Information Processing Systems 34, 5947-5958, 2021
132021
Erosion of conserved binding sites in personal genomes points to medical histories
H Guturu, S Chinchali, SL Clarke, G Bejerano
PLoS computational biology 12 (2), e1004711, 2016
132016
Sampling training data for continual learning between robots and the cloud
S Chinchali, E Pergament, M Nakanoya, E Cidon, E Zhang, D Bharadia, ...
Experimental Robotics: The 17th International Symposium, 296-308, 2021
10*2021
ML-EXray: Visibility into ML deployment on the edge
H Qiu, I Vavelidou, J Li, E Pergament, P Warden, S Chinchali, Z Asgar, ...
Proceedings of Machine Learning and Systems 4, 337-351, 2022
92022
Personalized federated learning of driver prediction models for autonomous driving
M Nakanoya, J Im, H Qiu, S Katti, M Pavone, S Chinchali
arXiv preprint arXiv:2112.00956, 2021
92021
Joint learning of reward machines and policies in environments with partially known semantics
CK Verginis, C Koprulu, S Chinchali, U Topcu
Artificial Intelligence, 104146, 2024
72024
Simultaneous model identification and task satisfaction in the presence of temporal logic constraints
SP Chinchali, SC Livingston, M Pavone, JW Burdick
2016 IEEE International Conference on Robotics and Automation (ICRA), 3682-3689, 2016
72016
Deep Learning for Wireless Interference Segmentation and Prediction
S Chinchali, S Tandon
Sandeep-Chinchali/3102622, 2012
72012
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Articles 1–20