Conference ML for ML: Learning Cost Semantics by Experiment 2017 • Lecture Notes in Computer Science • 10205:190-207 Das A, Hoffmann J
Journal Article Derivative-Free Optimization of Rate Parameters of Capsid Assembly Models from Bulk in Vitro Data 2017 • IEEE/ACM Transactions on Computational Biology and Bioinformatics • 14(4):844-855 Xie L, Smith GR, Schwartz R
Conference Abstract 2908: Single-cell genetic analysis of ductal carcinoma in situ with and without synchronous invasive breast cancer by multiplex FISH delineates specific patterns of tumor clonality and heterogeneity 2017 • Cancer Research • 77(13_Supplement):2908-2908 Torres IM, Hernandez L, Tzeng J, Schwartz R, Schaffer A, Gertz E, Brower S, Sanchez M, Auer G, Heselmeyer-Haddad K, Thomas R
Journal Article Learning to Schedule Control Fragments for Physics-Based Characters Using Deep Q-Learning 2017 • ACM Transactions on Graphics • 36(3):1-14 Liu L, Hodgins J
Conference Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1009-1024 Van Aken D, Pavlo A, Gordon GJ, Zhang B
Conference SOS is not obviously automatizable, even approximately 2017 • Leibniz International Proceedings in Informatics • 67: O'Donnell R
Journal Article Why You Should Charge Your Friends for Borrowing Your Stuff 2017 • IJCAI International Joint Conference on Artificial Intelligence • 395-401 Shin K, Lee E, Eswaran D, Procaccia AD
Journal Article Locality and Availability in Distributed Storage 2016 • IEEE Transactions on Information Theory • 62(8):4481-4493 Rawat AS, Papailiopoulos DS, Dimakis AG, Vishwanath S
Chapter Conclusions 2016 • Lecture Notes in Computer Science • 9802 LNCS:205-206 Hutchison D, Kanade T, Kittler J, Kleinberg JM, Mattern F, Mitchell JC, Naor M, Pandu Rangan C, Steffen B, Terzopoulos D, Tygar D, Weikum G, Skrzypczak M
Conference Privacy mediators: Helping IoT cross the chasm 2016 • HotMobile 2016 - Proceedings of the 17th International Workshop on Mobile Computing Systems and Applications • 39-44 Davies N, Taft N, Satyanarayanan M, Clinch S, Amos B
Journal Article Unsupervised Tensor Mining for Big Data Practitioners 2016 • Big Data • 4(3):179-191 Papalexakis EE, Faloutsos C
Conference Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues 2016 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 48 • 48: Shah NB, Balakrishnan S, Guntuboyina A, Wainwright MJ
Journal Article Reports of the 2016 AAAI Workshop Program 2016 • AI Magazine • 37(3):99-108 Rosenthal S, and others
Conference Monitoring Manhattan's Traffic at 5 Intersections? 2016 1270-1274 Chen S, Yang Y, Faloutsos C, Kovačević J
Conference A Methodology for Formalizing Model-Inversion Attacks 2016 • Proceedings of the Computer Security Foundations Workshop • 355-370 Wu X, Fredrikson M, Jha S, Naughton JF
Conference CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms 2016 469-478 Shin K, Eliassi-Rad T, Faloutsos C
Conference Estimating Accuracy from Unlabeled Data: A Bayesian Approach 2016 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 48 • 48: Platanios EA, Dubey A, Mitchell T
Conference Challenges in Physical Modeling for Adaptation of Cyber-Physical Systems 2016 • 2016 IEEE 3RD WORLD FORUM ON INTERNET OF THINGS (WF-IOT) • 210-215 Ruchkin I, Samuel S, Schmerl B, Rico A, Garlan D
Journal Article ACHIEVING ONE BILLION KEY-VALUE REQUESTS PER SECOND ON A SINGLE SERVER 2016 • IEEE Micro • 36(3):94-104 Li S, Lim H, Lee VW, Ahn JH, Kalia A, Kaminsky M, Andersen DG, Seongil O, Lee S, Dubey P
Conference BUZZ: Testing Context-Dependent Policies in Stateful Networks 2016 • 13TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION (NSDI '16) • 275-289 Fayaz SK, Yu T, Tobioka Y, Chaki S, Sekar V
Journal Article A multiple quantile regression approach to the wind, solar, and price tracks of GEFCom2014 2016 • International Journal of Forecasting • 32(3):1094-1102 Juban R, OhIsson H, Maasoumy M, Poirier L, Kolter JZ
Conference Verbalization: Narration of autonomous robot experience 2016 • IJCAI International Joint Conference on Artificial Intelligence • 2016-January:862-868 Rosenthal S, Selvaraj SP, Veloso M
Book Situated Dialog in Speech-Based Human-Computer Interaction 2016 Rudnicky A, Raux A, Lane I, Misu T
Journal Article Untitled 2016 • IEEE Transactions on Knowledge and Data Engineering • 28(10):2535-2537 Pei J, Akoglu L, Lee H, Levandoski J, Li X, Meo R, Ordonez C, Phillips J, Poblete B, Candan KS, Wang M, Wen J-R, Xiong L, Zhang W
Conference Bifurcation Analysis of Cardiac Alternans Using δ-Decidability 2016 • Lecture Notes in Computer Science • 9859:132-146 Islam MA, Byrne G, Kong S, Clarke EM, Cleaveland R, Fenton FH, Grosu R, Jones PL, Smolka SA
Conference Decimeter-Level Localization with a Single WiFi Access Point 2016 • 13TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION (NSDI '16) • 165-178 Vasish D, Kumar S, Katabi D
Conference Hash First, Argue Later 2016 • Proceedings of the ACM Conference on Computer and Communications Security • 1304-1316 Fiore D, Fournet C, Ghosh E, Kohlweiss M, Ohrimenko O, Parno B
Journal Article Frequent Directions: Simple and Deterministic Matrix Sketching 2016 • SIAM journal on computing (Print) • 45(5):1762-1792 Ghashami M, Liberty E, Phillips JM, Woodruff DP
Journal Article Human-Like Rewards to Train a Reinforcement Learning Controller for Planar Arm Movement 2016 • IEEE Transactions on Human-Machine Systems • 46(5):723-733 Jagodnik KM, Thomas PS, van den Bogert AJ, Branicky MS, Kirsch RF
Journal Article Parallel Shortest Paths Using Radius Stepping 2016 443-454 Blelloch GE, Gu Y, Sun Y, Tangwongsan K
Chapter Buying Data from Privacy-Aware Individuals: The Effect of Negative Payments 2016 • Lecture Notes in Computer Science • 10123:87-101 Wang W, Ying L, Zhang J
Conference Parallel Algorithms for Asymmetric Read-Write Costs 2016 145-156 Ben-David N, Blelloch GE, Fineman JT, Gibbons PB, Gu Y, McGuffey C, Shun J
Journal Article Capacitated Vehicle Routing with Nonuniform Speeds 2016 • Mathematics of Operations Research • 41(1):318-331 Gortz IL, Molinaro M, Nagarajan V, Ravi R
Journal Article Separating Subadditive Euclidean Functionals 2016 • Annual ACM Symposium on Theory of Computing • 22-35 Frieze A, Pegden W
Chapter Solving and Verifying the Boolean Pythagorean Triples Problem via Cube-and-Conquer 2016 • Lecture Notes in Computer Science • 9710:228-245 Heule MJH, Kullmann O, Marek VW
Preprint On the Empirical Effect of Gaussian Noise in Under-sampled MRI Reconstruction 2016 Virtue P, Lustig M
Journal Article Near-Optimal BFS-Tree Construction in Radio Networks 2016 • IEEE Communications Letters • 20(6):1172-1174 Ghaffari M, Haeupler B
Preprint LAST but not Least: Online Spanners for Buy-at-Bulk 2016 Gupta A, Ravi R, Talwar K, Umboh SW
Journal Article Low-Congestion Shortcuts without Embedding 2016 • Proceedings of the Annual ACM Symposium on Principles of Distributed Computing • 451-460 Haeupler B, Izumi T, Zuzic G
Conference Annotation of Utterances for Conversational Nonverbal Behaviors 2016 • Lecture Notes in Computer Science • 9979:521-530 Funkhouser A, Simmons R
Journal Article Applying, Evaluating and Refining Bioinformatics Core Competencies (An Update from the Curriculum Task Force of ISCB's Education Committee) 2016 • PLoS Computational Biology • 12(5): Welch L, Brooksbank C, Schwartz R, Morgan SL, Gaeta B, Kilpatrick AM, Mietchen D, Moore BL, Mulder N, Pauley M, Pearson W, Radivojac P, Rosenberg N, Rosenwald A, Rustici G, Warnow T
Conference On Hierarchical Routing in Doubling Metrics 2016 • ACM Transactions on Algorithms (TALG) • 12(4): Chan T-HH, Gupta A, Maggs BM, Zhou S
Chapter Introduction to Computational Social Choice 2016 1-20 Brandt F, Conitzer V, Endriss U, Lang J, Procaccia AD
Journal Article Convolutional Pose Machines 2016 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 4724-4732 Wei S-E, Ramakrishna V, Kanade T, Sheikh Y
Chapter Uniformization on thin trees 2016 • Lecture Notes in Computer Science • 9802 LNCS:137-156 Hutchison D, Kanade T, Kittler J, Kleinberg JM, Mattern F, Mitchell JC, Naor M, Pandu Rangan C, Steffen B, Terzopoulos D, Tygar D, Weikum G, Skrzypczak M
Conference Matrices, Compression, Learning Curves: Formulation, and the GROUPNTEACH Algorithms 2016 • Lecture Notes in Computer Science • 9652:376-387 Hooi B, Song HA, Papalexakis E, Agrawal R, Faloutsos C
