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
Conference Toward Developing a Cloud Computing Model Curriculum 2019 • Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE • 255-256 Erdil DC, White L, Foster D, Adams J, Cruz AJA, Hainey B, Hyman H, Lewis G, Nazir S, Nguyen MV, Sakr M, Stott L
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
Preprint Adversarial Robustness Against the Union of Multiple Perturbation Models 2019 Maini P, Wong E, Kolter JZ
Journal Article Detection and correction of subtle context-dependent robot model inaccuracies using parametric regions 2019 • International Journal of Robotics Research • 38(8):887-909 Mendoza JP, Simmons R, Veloso M
Preprint Weighted Maximum Independent Set of Geometric Objects in Turnstile Streams 2019 Bakshi A, Chepurko N, Woodruff DP
Preprint Barracuda: The Power of $\ell$-polling in Proof-of-Stake Blockchains 2019 Fanti G, Jiao J, Makkuva A, Oh S, Rana R, Viswanath P
Conference Quasi-Perfect Stackelberg Equilibrium 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 2117-2124 Marchesi A, Farina G, Kroer C, Gatti N, Sandholm T
Journal Article How many randomly colored edges make a randomly colored dense graph rainbow Hamiltonian or rainbow connected? 2019 • Journal of Graph Theory • 92(4):405-414 Anastos M, Frieze A
Preprint Learning Fair Representations for Kernel Models 2019 Tan Z, Yeom S, Fredrikson M, Talwalkar A
Conference Towards Drone-sourced Live Video Analytics for the Construction Industry 2019 • HOTMOBILE '19 - PROCEEDINGS OF THE 20TH INTERNATIONAL WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS • 3-8 George S, Wang J, Bala M, Eiszler T, Pillai P, Satyanarayanan M
Conference Competence-based Curriculum Learning for Neural Machine Translation 2019 • 2019 CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: HUMAN LANGUAGE TECHNOLOGIES (NAACL HLT 2019), VOL. 1 • 1162-1172 Platanios EA, Stretcu O, Neubig G, Poczos B, Mitchell TM
Journal Article Low Permutation-rank Matrices: Structural Properties and Noisy Completion 2019 • Journal of machine learning research • 20: Shah NB, Balakrishnan S, Wainwright MJ
Conference Vantage: Optimizing video upload for time-shifted viewing of social live streams 2019 • SIGCOMM '19 - PROCEEDINGS OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION • 380-393 Ray D, Kosaian J, Rashmi KV, Seshan S
Conference POSTER: Making Concurrent Algorithms Detectable 2019 • Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP • 419-420 Ben-David N, Blelloch GE, Friedman M, Wei Y
Conference SRPT for Multiserver Systems 2019 • Performance Evaluation Review • 46(2):9-11 Grosof I, Scully Z, Harchol-Balter M
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
Journal Article Preface to the Special Issue on Linearity 2019 • Journal of Automated Reasoning • 63(4):809-811 Cervesato I, Fernandez M
Conference Resource-Guided Program Synthesis 2019 • Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) • 253-268 Knoth T, Wang D, Polikarpova N, Hoffmann J
Journal Article APPROXIMATION ALGORITHMS FOR LOW-DISTORTION EMBEDDINGS INTO LOW-DIMENSIONAL SPACES 2019 • SIAM Journal on Discrete Mathematics • 33(1):454-473 Sidiropoulos A, Badoiu M, Dhamdhere K, Gupta A, Indyk P, Rabinovich Y, Racke H, Ravi R
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 Certified Adversarial Robustness via Randomized Smoothing 2019 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97 • 97: Cohen J, Rosenfeld E, Kolter JZ
Conference MANIC: A Vector-Dataflow Architecture for Ultra-Low-Power Embedded Systems 2019 • Micro -Annual Workshop then Annual International Symposium- • 670-684 Gobieski G, Nagi A, Serafin N, Isgenc MM, Beckmann N, Lucia B
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
Conference Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks 2019 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 596-606 Park N, Kan A, Dong XL, Zhao T, Faloutsos C
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
Conference Understanding How Work Habits influence Student Performance 2019 • Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE • 154-160 Goldstein SC, Zhang H, Sakr M, An H, Dashti C
Preprint Competence-based Curriculum Learning for Neural Machine Translation 2019 Platanios EA, Stretcu O, Neubig G, Poczos B, Mitchell TM
Journal Article CaPSSA: visual evaluation of cancer biomarker genes for patient stratification and survival analysis using mutation and expression data 2019 • Bioinformatics • 35(24):5341-5343 Jang Y, Seo J, Jang I, Lee B, Kim S, Lee S
Preprint BuSCOPE : Fusing Individual & Aggregated Mobility Behavior for "Live" Smart City Services 2019 Meegahapola L, Kandappu T, Jayarajah K, Akoglu L, Xiang S, Misra A
Preprint Weighted Reservoir Sampling from Distributed Streams 2019 Jayaram R, Sharma G, Tirthapura S, Woodruff DP
Journal Article On intersection of two mixing sets with applications to joint chance-constrained programs 2019 • Mathematical programming • 175(1-2):29-68 Liu X, Kilinc-Karzan F, Kucukyavuz S
Journal Article Pattern Colored Hamilton Cycles in Random Graphs 2019 • SIAM Journal on Discrete Mathematics • 33(1):528-545 Anastos M, Frieze A
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 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
