Conference An Empirical Evaluation of Sketching for Numerical Linear Algebra 2018 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1292-1300 Dahiya Y, Konomis D, Woodruff DP
Conference Dandelion++ 2018 • Performance Evaluation Review • 5-7 Fanti G, Venkatakrishnan SB, Bakshi S, Denby B, Bhargava S, Miller A, Viswanath P
Conference Routing Cryptocurrency with the Spider Network 2018 29-35 Sivaraman V, Venkatakrishnan SB, Alizadeh M, Fanti G, Viswanath P
Conference A case for packing and indexing in cloud file systems 2018 • 10th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2018, co-located with USENIX ATC 2018 Kadekodi S, Fan B, Madan A, Gibson GA, Ganger GR
Journal Article The Parallel Persistent Memory Model 2018 • SPAA'18: PROCEEDINGS OF THE 30TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES • 247-258 Blelloch GE, Gibbons PB, Gu Y, McGuffey C, Shun J
Journal Article Optimal Gossip Algorithms for Exact and Approximate Quantile Computations 2018 • Proceedings of the Annual ACM Symposium on Principles of Distributed Computing • 179-188 Haeupler B, Mohapatra J, Su H-H
Preprint Influence-Directed Explanations for Deep Convolutional Networks 2018 Leino K, Sen S, Datta A, Fredrikson M, Li L
Journal Article On Edge-Disjoint Spanning Trees in a Randomly Weighted Complete Graph 2018 • Combinatorics Probability and Computing • 27(2):228-244 Frieze A, Johansson T
Journal Article A method for efficient Bayesian optimization of self-assembly systems from scattering data 2018 • BMC Systems Biology • 12: Thomas M, Schwartz R
Journal Article Preface to special issue: LINEARITY 2014 2018 • Mathematical Structures in Computer Science • 28(5):612-613 Alves S, Cervesato I
Conference Covering spaces in homotopy type theory 2018 • Leibniz International Proceedings in Informatics • 97: Favonia KBH, Harper R
Conference Fully-dynamic bin packing with little repacking 2018 • Leibniz International Proceedings in Informatics • 107: Feldkord B, Feldotto M, Gupta A, Guruganesh G, Kumar A, Riechers S, Wajc D
Conference Automated tremor detection in Parkinson's Disease using accelerometer signals 2018 • 2018 IEEE/ACM INTERNATIONAL CONFERECE ON CONNECTED HEALTH: APPLICATIONS, SYSTEMS AND ENGINEERING TECHNOLOGIES (CHASE) • 13-14 Zhang A, San-Segundo R, Panev S, Tabor G, Stebbins K, Whitford AS, De la Torre F, Hodgins JK
Conference Demo: Scaling on the Edge - A Benchmarking Suite for Human-in-the-Loop Applicationss 2018 • 2018 THIRD IEEE/ACM SYMPOSIUM ON EDGE COMPUTING (SEC) • 323-325 Olguin M, Wang J, Satyanarayanan M, Gross J
Conference When is Graph Reordering an Optimization? Studying the Effect of Lightweight Graph Reordering Across Applications and Input Graphs 2018 203-214 Balaji V, Lucia B
Conference Low Permutation-rank Matrices: Structural Properties and Noisy Completion 2018 • IEEE International Symposium on Information Theory - Proceedings • 366-370 Shah NB, Balakrishnan S, Wainwright MJ
Journal Article Design and analysis of the NIPS 2016 review process 2018 • Journal of machine learning research • 19:1-34 Shah NB, Tabibian B, Muandet K, Guyon I, Von Luxburg U
Conference Data-Driven Clustering via Parameterized Lloyd's Families 2018 • Advances in Neural Information Processing Systems • 31: Balcan M-F, Dick T, White C
Journal Article Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting 2018 • Proceedings - IEEE Computer Security Foundations Symposium • 268-282 Yeom S, Giacomelli I, Fredrikson M, Jha S
Conference Requirements for Root of Trust Establishment (Transcript of Discussion) 2018 • Lecture Notes in Computer Science • 11286:203-208 Gligor V
Conference Heterogeneous Multi-Agent Planning Using Actuation Maps 2018 • 2018 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS (ICARSC) • 219-224 Pereira T, Luis N, Moreira A, Borrajo D, Veloso M, Fernandez S
Conference Generating Synthetic Passenger Data through Joint Traffic-Passenger Modeling and Simulation 2018 • IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC • 3397-3402 Shi R, Steenkiste P, Veloso M
Conference Design, Fabrication, and Evaluation of Tendon-Driven Multi-Fingered Foam Hands 2018 • IEEE-RAS International Conference on Humanoid Robots • 540-545 King JP, Bauer D, Schlagenhauf C, Chang K-H, Moro D, Pollard N, Coros S
Conference Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order 2018 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80 • 80: Braverman V, Chestnut S, Krauthgamer R, Li Y, Woodruff D, Yang L
Conference Data Streams with Bounded Deletions 2018 • Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems • 341-354 Jayaram R, Woodruff DP
Conference The Locality Descriptor: A Holistic Cross-Layer Abstraction to Express Data Locality in GPUs 2018 • Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture • 829-842 Vijaykumar N, Ebrahimi E, Hsieh K, Gibbons PB, Mutlu O
Conference Importance Sampling for Fair Policy Selection 2018 5239-5243 Doroudi S, Thomas PS, Brunskill E
Conference Schur Number Five 2018 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 6598-6606 Heule MJH
Journal Article Online purchasing under uncertainty 2018 • Random structures & algorithms (Print) • 53(2):327-351 Frieze A, Pegden W
Journal Article Parallel Write-Efficient Algorithms and Data Structures for Computational Geometry 2018 • SPAA'18: PROCEEDINGS OF THE 30TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES • 235-246 Blelloch GE, Gu Y, Shun J, Sun Y
Journal Article Round- and Message-Optimal Distributed Graph Algorithms 2018 • Proceedings of the Annual ACM Symposium on Principles of Distributed Computing • 119-128 Haeupler B, Hershkowitz DE, Wajc D
Conference Allocate-on-use space complexity of shared-memory algorithms 2018 • Leibniz International Proceedings in Informatics • 121: Aspnes J, Haeupler B, Tong A, Woelfel P
Journal Article A note on dispersing particles on a line 2018 • Random structures & algorithms (Print) • 53(4):586-591 Frieze A, Pegden W
Journal Article Machine Learning and Radiogenomics: Lessons Learned and Future Directions 2018 • Frontiers in Oncology • 8: Kang J, Rancati T, Lee S, Oh JH, Kerns SL, Scott JG, Schwartz R, Kim S, Rosenstein BS
Conference Non-preemptive flow-time minimization via rejections 2018 • Leibniz International Proceedings in Informatics • 107: Gupta A, Kumar A, Li J
Conference Automatic Space Bound Analysis for Functional Programs with Garbage Collection 2018 • EPiC series in computing • 57:543-521 Niu Y, Hoffmann J
Journal Article A Voting-Based System for Ethical Decision Making 2018 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1587-1594 Noothigattu R, Gaikwad SNS, Awad E, Dsouza S, Rahwan I, Ravikumar P, Procaccia AD
Conference Experiencing Research Through OurCS: Opportunities for Undergraduate Research in Computer Science 2018 1-4 Menzel S, Frieze C
Conference Contextual Parameter Generation for Universal Neural Machine Translation 2018 • 2018 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018) • 425-435 Platanios EA, Sachan M, Neubig G, Mitchell TM
Journal Article Simple, robust and optimal ranking from pairwise comparisons 2018 • Journal of machine learning research • 18:1-38 Shah NB, Wainwright MJ
Journal Article Neural Correlate of Visual Familiarity in Macaque Area V2 2018 • Journal of Neuroscience • 38(42):8967-8975 Huang G, Ramachandran S, Lee TS, Olson CR
Preprint Leveraging Well-Conditioned Bases: Streaming \& Distributed Summaries in Minkowski $p$-Norms 2018 Cormode G, Dickens C, Woodruff DP
Journal Article Influence-Directed Explanations for Deep Convolutional Networks 2018 • International Test Conference Leino K, Sen S, Datta A, Fredrikson M, Li L
Journal Article Coding against deletions in oblivious and online models 2018 • Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms • 625-643 Guruswami V, Li R
Journal Article How long can optimal locally repairable codes Be? 2018 • Leibniz International Proceedings in Informatics • 116: Guruswami V, Xing C, Yuan C
Journal Article Contextual Parameter Generation for Universal Neural Machine Translation 2018 425-435 Platanios EA, Sachan M, Neubig G, Mitchell T
Journal Article RowClone: Accelerating Data Movement and Initialization Using DRAM 2018 • IPSI BGD TRANSACTIONS ON INTERNET RESEARCH • 14(2): Seshadri V, Kim Y, Fallin C, Lee D, Ausavarungnirun R, Pekhimenko G, Luo Y, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC
Conference Towards Explainable Multi-Objective Probabilistic Planning 2018 • Proceedings - International Conference on Software Engineering • 19-25 Sukkerd R, Simmons R, Garlan D
Journal Article Energy balance of reduced order models for unsteady flows using sparse coding 2018 • Nonlinear Dynamics • 94(1):197-210 Deshmukh R, McNamara JJ, Kolter JZ
