Conference Branch and border: Partition-based change detection in multivariate time series 2019 • SIAM International Conference on Data Mining, SDM 2019 • 504-512 Hooi B, Faloutsos C
Conference Learning to Ask for Conversational Machine Learning 2019 • 2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019) • 4164-4174 Srivastava S, Labutov I, Mitchell T
Journal Article Bridging between 0/1 and Linear Programming via Random Walks 2019 • Annual ACM Symposium on Theory of Computing • 568-577 Brakensiek J, Guruswami V
Conference Towards Oblivious Network Analysis using Generative Adversarial Networks 2019 • PROCEEDINGS OF THE EIGHTEENTH ACM WORKSHOP ON HOT TOPICS IN NETWORKS (HOTNETS '19) • 43-51 Lin Z, Moon S-J, Zarate CM, Mulagalapalli R, Kulandaivel S, Fanti G, Sekar V
Journal Article Low-Rank Semidefinite Programming for the MAX2SAT Problem 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1641-1649 Wang P-W, Kolter JZ
Journal Article Interactive robots with model-based ‘autism-like’ behaviors 2019 • Paladyn • 10(1):103-116 Baraka K, Melo FS, Veloso M
Journal Article Probabilistic reachability for multi-parameter bifurcation analysis of cardiac alternans 2019 • Theoretical Computer Science • 765:158-169 Islam A, Cleaveland R, Fenton FH, Grosu R, Jones PL, Smolka SA
Conference Automated Design of Simple and Robust Manipulators for Dexterous In-Hand Manipulation Tasks using Evolutionary Strategies 2019 • IEEE-RAS International Conference on Humanoid Robots • 281-288 Meixner A, Hazard C, Pollard N
Conference Pushing the Range Limits of Commercial Passive RFIDs 2019 • PROCEEDINGS OF THE 16TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION • 301-315 Wang J, Zhang J, Saha R, Jin H, Kumar S
Conference Invited Paper: Towards Enabling City-Scale Internet of Things – Challenges and Opportunities 2019 72-79 Gadre A, Zhang D, Kumar S
Conference Towards a Zero-One Law for Column Subset Selection 2019 • Advances in Neural Information Processing Systems • 32: Song Z, Woodruff DP, Zhong P
Conference Relative Error Tensor Low Rank Approximation 2019 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 2772-2789 Song Z, Woodruff DP, Zhong P
Journal Article Programmable Network Data Planes (Dagstuhl Seminar 19141). 2019 • Dagstuhl Reports • 9:178-201 Antichi G, Benson T, Foster N, Ramos FMV, Sherry J
Conference Tablefs: Enhancing metadata efficiency in the local file system 2019 • Proceedings of the 2013 USENIX Annual Technical Conference, USENIX ATC 2013 • 145-156 Ren K, Gibson G
Journal Article QuickStop 2019 • Performance Evaluation Review • 47(1):79-80 Wei H, Kang X, Wang W, Ying L
Journal Article Optimal Symmetry Breaking for Graph Problems 2019 • Mathematics in Computer Science • 13(4):533-548 Heule MJH
Journal Article Silly Rubber: An Implicit Material Point Method for Simulating Non-equilibrated Viscoelastic and Elastoplastic Solids 2019 • ACM Transactions on Graphics • 38(4): Fang Y, Li M, Gao M, Jiang C
Journal Article Optimal Document Exchange and New Codes for Insertions and Deletions 2019 • Annual Symposium on Foundations of Computer Science • 334-347 Haeupler B
Preprint Accelerating Deep Learning by Focusing on the Biggest Losers 2019 Jiang AH, Wong DL-K, Zhou G, Andersen DG, Dean J, Ganger GR, Joshi G, Kaminksy M, Kozuch M, Lipton ZC, Pillai P
Journal Article Delay asymptotics and bounds for multitask parallel jobs 2019 • Queueing Systems • 91(3-4):207-239 Wang W, Harchol-Balter M, Jiang H, Scheller-Wolf A, Srikant R
Preprint Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations 2019 Li TJ-J, Radensky M, Jia J, Singarajah K, Mitchell TM, Myers BA
Preprint The Non-IID Data Quagmire of Decentralized Machine Learning 2019 Hsieh K, Phanishayee A, Mutlu O, Gibbons PB
Journal Article ClinOmicsTrailbc: a visual analytics tool for breast cancer treatment stratification 2019 • Bioinformatics • 35(24):5171-5181 Schneider L, Kehl T, Thedinga K, Grammes NL, Backes C, Mohr C, Schubert B, Lenhof K, Gerstner N, Hartkopf AD, Wallwiener M, Kohlbacher O, Keller A, Meese E, Graf N, Lenhof H-P
Preprint Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions 2019 Farina G, Kroer C, Sandholm T
Conference Succinct Range Filters 2019 • SIGMOD Record • 48(1):78-85 Zhang H, Lim H, Leis V, Andersen DG, Kaminsky M, Keeton K, Pavlo A
Preprint Adversarial Robustness Against the Union of Multiple Perturbation Models 2019 Maini P, Wong E, Kolter JZ
Preprint Weighted Reservoir Sampling from Distributed Streams 2019 Jayaram R, Sharma G, Tirthapura S, Woodruff DP
Journal Article Pattern Colored Hamilton Cycles in Random Graphs 2019 • SIAM Journal on Discrete Mathematics • 33(1):528-545 Anastos M, Frieze A
Conference Combining Data Duplication and Graph Reordering to Accelerate Parallel Graph Processing 2019 • HPDC'19: PROCEEDINGS OF THE 28TH INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE PARALLEL AND DISTRIBUTED COMPUTING • 133-144 Balaji V, Lucia B
Conference Towards a Distraction-free Waze 2019 • HOTMOBILE '19 - PROCEEDINGS OF THE 20TH INTERNATIONAL WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS • 15-20 Christensen K, Mertz C, Pillai P, Hebert M, Satyanarayanan M
Journal Article Panoptic Studio: A Massively Multiview System for Social Interaction Capture 2019 • IEEE Transactions on Pattern Analysis and Machine Intelligence • 41(1):190-204 Joo H, Simon T, Li X, Liu H, Tan L, Gui L, Banerjee S, Godisart T, Nabbe B, Matthews I, Kanade T, Nobuhara S, Sheikh Y
Journal Article Active ranking from pairwise comparisons and when parametric assumptions do not help 2019 • Annals of Statistics • 47(6):3099-3126 Heckel R, Shah NB, Ramchandran K, Wainwright MJ
Conference Modeling BBR's Interactions with Loss-Based Congestion Control 2019 • IMC'19: PROCEEDINGS OF THE 2019 ACM INTERNET MEASUREMENT CONFERENCE • 137-143 Ware R, Mukerjee MK, Seshan S, Sherry J
Conference Performance guarantees for transferring representations 2019 • 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings McNamara D, Balcan MF
Journal Article TensorCast: forecasting and mining with coupled tensors 2019 • Knowledge and Information Systems • 59(3):497-522 Araujo M, Ribeiro P, Song HA, Faloutsos C
Conference Classical and Contemporary Approaches to Big Time Series Forecasting 2019 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 2042-2047 Faloutsos C, Gasthaus J, Januschowski T, Wang Y
Conference Relating Simple Sentence Representations in Deep Neural Networks and the Brain 2019 • 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019) • 5137-5154 Jat S, Tang H, Talukdar P, Mitchell T
Journal Article How Long Can Optimal Locally Repairable Codes Be? 2019 • IEEE Transactions on Information Theory • 65(6):3662-3670 Guruswami V, Xing C, Yuan C
Conference An Intelligent-Agent Facilitated Scaffold for Fostering Reflection in a Team-Based Project Course 2019 • Lecture Notes in Computer Science • 11626:252-256 Sankaranarayanan S, Wang X, Dashti C, An M, Ngoh C, Hilton M, Sakr M, Rose C
Journal Article Certified Adversarial Robustness via Randomized Smoothing 2019 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97 • 97: Cohen J, Rosenfeld E, Kolter JZ
Journal Article A verified, efficient embedding of a verifiable assembly language 2019 • Proceedings of the ACM on Programming Languages • 3(POPL):1-30 Fromherz A, Giannarakis N, Hawblitzel C, Parno B, Rastogi A, Swamy N
Conference Querying a matrix through matrix-vector products 2019 • Leibniz International Proceedings in Informatics • 132: Sun X, Woodruff DP, Yang G, Zhang J
Conference Faster Algorithms for High-Dimensional Robust Covariance Estimation 2019 • CONFERENCE ON LEARNING THEORY, VOL 99 • 99: Cheng Y, Diakonikolas I, Ge R, Woodruff DP
Journal Article Parallel Batch-Dynamic Graph Connectivity 2019 • SPAA'19: PROCEEDINGS OF THE 31ST ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURESS, 2019 • 381-392 Acar UA, Anderson D, Blelloch GE, Dhulipala L
Conference Enhancing Server Efficiency in the Face of Killer Microseconds 2019 185-198 Mirhosseini A, Sriraman A, Wenisch TF
Journal Article CD-MPM: Continuum Damage Material Point Methods for Dynamic Fracture Animation 2019 • ACM Transactions on Graphics • 38(4): Wolper J, Fang Y, Li M, Lu J, Gao M, Jiang C
