Preprint MetaSys: A Practical Open-Source Metadata Management System to Implement and Evaluate Cross-Layer Optimizations 2021 Vijaykumar N, Olgun A, Kanellopoulos K, Bostancı N, Hassan H, Lotfi M, Gibbons PB, Mutlu O
Preprint Near-Optimal No-Regret Learning for Correlated Equilibria in Multi-Player General-Sum Games 2021 Anagnostides I, Daskalakis C, Farina G, Fishelson M, Golowich N, Sandholm T
Journal Article Stochastic Load Balancing on Unrelated Machines 2021 • Mathematics of Operations Research • 46(1):115-133 Gupta A, Kumar A, Nagarajan V, Shen X
Preprint Efficient Algorithms for Federated Saddle Point Optimization 2021 Hou C, Thekumparampil KK, Fanti G, Oh S
Journal Article Control strategies for physically simulated characters performing two-player competitive sports 2021 • ACM Transactions on Graphics • 40(4):1-11 Won J, Gopinath D, Hodgins J
Journal Article Modeling Clothing as a Separate Layer for an Animatable Human Avatar 2021 • ACM Transactions on Graphics • 40(6): Xiang D, Prada F, Bagautdinov T, Xu W, Dong Y, Wen H, Hodgins J, Wu C
Conference Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results 2021 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139 • 139: Farina G, Celli A, Gatti N, Sandholm T
Preprint Exactness in SDP relaxations of QCQPs: Theory and applications 2021 Kılınç-Karzan F, Wang AL
Conference THE ROLE OF EDGE OFFLOAD FOR HARDWARE-ACCELERATED MOBILE DEVICES 2021 • GetMobile • 25(2):5-13 Satyanarayanan M, Beckmann N, Lewis GA, Lucia B
Conference Redesigning Data Centers for Renewable Energy 2021 • PROCEEDINGS OF THE THE 20TH ACM WORKSHOP ON HOT TOPICS IN NETWORKS, HOTNETS 2021 • 45-52 Agarwal A, Sun J, Noghabi S, Iyengar S, Badam A, Chandra R, Seshan S, Kalyanaraman S
Journal Article RETRACTED ARTICLE: Early diagnosis of glaucoma using multi-feature analysis and DBN based classification 2021 • Journal of Ambient Intelligence and Humanized Computing • 12(3):4027-4036 Ajesh F, Ravi R, Rajakumar G
Conference Gradual Security Types and Gradual Guarantees 2021 • Proceedings - IEEE Computer Security Foundations Symposium • 49-64 Bichhawat A, McCall M, Jia L
Journal Article Learning-to-learn non-convex piecewise-Lipschitz functions 2021 • Advances in Neural Information Processing Systems • 18:15056-15069 Balcan MF, Khodak M, Sharma D, Talwalkar A
Journal Article Explicit Two-Deletion Codes With Redundancy Matching the Existential Bound 2021 • IEEE Transactions on Information Theory • 67(10):6384-6394 Guruswami V, Hastad J
Journal Article Linear Programming Bounds for Almost-Balanced Binary Codes 2021 • IEEE International Symposium on Information Theory - Proceedings • 1302-1307 Guruswami V, Riazanov A
Journal Article Conversational Neuro-Symbolic Commonsense Reasoning 2021 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 35:4902-4911 Arabshahi F, Lee J, Gawarecki M, Mazaitis K, Azaria A, Mitchell T
Conference Watching the watchmen: Least privilege for managed network services 2021 • PROCEEDINGS OF THE THE 20TH ACM WORKSHOP ON HOT TOPICS IN NETWORKS, HOTNETS 2021 • 147-154 Liu G, Li A, Canel C, Sekar V
Conference PROVABLY ROBUST CLASSIFICATION OF ADVERSARIAL EXAMPLES WITH DETECTION 2021 • ICLR 2021 - 9th International Conference on Learning Representations Sheikholeslami F, Rezaabad AL, Kolter JZ
Conference OwLL: Accurate LoRa Localization using the TV Whitespaces 2021 • IPSN'21: PROCEEDINGS OF THE 20TH ACM/IEEE CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS • 148-162 Bansal A, Gadre A, Singh V, Rowe A, Iannucci B, Kumar S
Journal Article Improving the On-Vehicle Experience of Passengers Through SC-M*: A Scalable Multi-Passenger Multi-Criteria Mobility Planner 2021 • IEEE Transactions on Intelligent Transportation Systems • 22(2):1026-1040 Shi R, Steenkiste P, Veloso MM
Conference Tensor Action Spaces for Multi-agent Robot Transfer Learning 2021 • Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems • 00:5380-5386 Schwab D, Zhu Y, Veloso M
Journal Article TIGHT BOUNDS FOR THE SUBSPACE SKETCH PROBLEM WITH APPLICATIONS 2021 • SIAM journal on computing (Print) • 50(4):1287-1335 Li Y, Wang R, Woodruff DP
Conference Average-Case Communication Complexity of Statistical Problems 2021 • Proceedings of Machine Learning Research • 134:3859-3886 Rashtchian C, Woodruff DP, Ye P, Zhu H
Journal Article A Permutation-Based Model for Crowd Labeling: Optimal Estimation and Robustness 2021 • IEEE Transactions on Information Theory • 67(6):4162-4184 Shah NB, Balakrishnan S, Wainwright MJ
Chapter Threshold Garbled Circuits and Ad Hoc Secure Computation 2021 • Lecture Notes in Computer Science • 12698:64-93 Ciampi M, Goyal V, Ostrovsky R
Chapter Chinese Remainder Encoding for Hamiltonian Cycles 2021 • Lecture Notes in Computer Science • 12831:216-224 Heule MJH
Conference Accelerometer 2020 • International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS • 733-750 Sriraman A, Dhanotia A
Conference Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons 2020 • INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 • 108: Wang J, Shah NB, Ravi R
Journal Article Hierarchical Optimization Time Integration for CFL-Rate MPM Stepping 2020 • ACM Transactions on Graphics • 39(3): Wang X, Li M, Fang Y, Zhang X, Gao M, Tang M, Kaufman DM, Jiang C
Preprint Stochastic Makespan Minimization in Structured Set Systems 2020 Gupta A, Kumar A, Nagarajan V, Shen X
Preprint Real-Time Anomaly Detection in Edge Streams 2020 Bhatia S, Liu R, Hooi B, Yoon M, Shin K, Faloutsos C
Preprint A Geometric View of SDP Exactness in QCQPs and its Applications 2020 Wang AL, Kilinc-Karzan F
Preprint Jelly Bean World: A Testbed for Never-Ending Learning 2020 Platanios EA, Saparov A, Mitchell T
Preprint DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift 2020 Tahmasbi A, Jothimurugesan E, Tirthapura S, Gibbons PB
Journal Article The Gittins Policy is Nearly Optimal in the <i>M</i>/<i>G</i>/<i>k</i> under Extremely General Conditions 2020 • Proceedings of the ACM on Measurement and Analysis of Computing Systems • 4(3): Scully Z, Grosof I, Harchol-Balter M
Preprint Enforcing robust control guarantees within neural network policies 2020 Donti PL, Roderick M, Fazlyab M, Kolter JZ
Journal Article Liquid Resource Types 2020 • Proceedings of the ACM on Programming Languages • 4: Knoth T, Wang D, Reynolds A, Hoffmann J, Polikarpova N
Conference Fully-Dynamic Submodular Cover with Bounded Recourse 2020 • Annual Symposium on Foundations of Computer Science • 1147-1157 Gupta A, Levin R
Journal Article Statistics‐based Motion Synthesis for Social Conversations 2020 • Computer Graphics Forum • 39(8):201-212 Yang Y, Yang J, Hodgins J
Journal Article Limited lookahead in imperfect-information games 2020 • Artificial Intelligence • 283:103218 Kroer C, Sandholm T
Preprint Risk Guarantees for End-to-End Prediction and Optimization Processes 2020 Ho-Nguyen N, Kılınç-Karzan F
Conference Orbital Edge Computing: Nanosatellite Constellations as a New Class of Computer System 2020 • International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS • 939-954 Denby B, Lucia B
Journal Article Concoction Node Fault Discovery (CNFD) on Wireless Sensor Network Using the Neighborhood Density Estimation in SHM 2020 • Wireless Personal Communications • 113(4):2723-2746 Surya S, Ravi R
Journal Article Responsive Parallelism with Futures and State 2020 • Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) • 577-591 Muller SK, Singer K, Goldstein N, Acar UA, Agrawal K, Lee I-TA
Conference Refined Bounds for Algorithm Configuration: The Knife-edge of Dual Class Approximability 2020 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 • 119: Balcan M-F, Sandholm T, Vitercik E
