Preprint 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs 2024 Wang M, Gan Q, Wipf D, Cai Z, Li N, Tang J, Zhang Y, Zhang Z, Mao Z, Song Y, Wang Y, Li J, Zhang H, Yang G, Qin X, Lei C, Zhang M, Zhang W, Faloutsos C, Zhang Z
Preprint PipeFill: Using GPUs During Bubbles in Pipeline-parallel LLM Training 2024 Arfeen D, Zhang Z, Fu X, Ganger GR, Wang Y
Conference Multi-Agent Strategy Explanations for Human-Robot Collaboration 2024 • IEEE International Conference on Robotics and Automation • 17351-17357 Pandya R, Zhao M, Liu C, Simmons R, Admoni H
Conference Fast Unsupervised Deep Outlier Model Selection with Hypernetworks 2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 585-596 Ding X, Zhao Y, Akoglu L
Conference Reweighted Solutions for Weighted Low Rank Approximation 2024 • Proceedings of Machine Learning Research • 235:53234-53250 Woodruff DP, Yasuda T
Journal Article The role of telemedicine towards improved sustainability in healthcare and societal productivity in Turkey 2024 • PLoS ONE • 19(12): Ozen F, Kaynar AH, Korkut AK, Acikel MET, Kaynar ZD, Kaynar AM
Conference The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining 2024 • Proceedings of the VLDB Endowment • 18(1):1-13 Arch S, Liu Y, Mowry TC, Patel JM, Pavlo A
Conference Steering No-Regret Learners to a Desired Equilibrium 2024 73-74 Zhang BH, Farina G, Anagnostides I, Cacciamani F, McAleer S, Haupt A, Celli A, Gatti N, Conitzer V, Sandholm T
Preprint A Call for Research on Storage Emissions 2024 McAllister S, Kazhamiaka F, Berger D, Fonseca R, Frost K, Ogus A, Shah M, Bianchini R, Amvrosiadis G, Beckmann N, Ganger G
Preprint A Strong Separation for Adversarially Robust $\ell_0$ Estimation for Linear Sketches 2024 Gribelyuk E, Lin H, Woodruff DP, Yu H, Zhou S
Conference Data Distribution Valuation 2024 • Advances in Neural Information Processing Systems • 37: Xu X, Wang S, Foo CS, Low BKH, Fanti G
Preprint Computing Low-Entropy Couplings for Large-Support Distributions 2024 Sokota S, Sam D, de Witt CS, Compton S, Foerster J, Kolter JZ
Journal Article Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models 2024 • Advances in Neural Information Processing Systems • 37: Bick A, Li KY, Xing EP, Kolter JZ, Gu A
Conference Assessing the Efficacy of Goal-Based Scenarios in Scaling AI Literacy for Non-Technical Learners 2024 1842-1843 Tseng Y-J, Xiao R, Bogart C, Savelka J, Sakr M
Journal Article Learning to Branch: Generalization Guarantees and Limits of Data-Independent Discretization 2024 • Journal of the ACM • 71(2): Balcan M-F, Dick T, Sandholm T, Vitercik E
Conference Universal Matrix Sparsifiers and Fast Deterministic Algorithms for Linear Algebra 2024 • Leibniz International Proceedings in Informatics Bhattacharjee R, Dexter G, Musco C, Ray A, Sachdeva S, Woodruff DP
Journal Article ON THE CONCENTRATION OF THE MAXIMUM DEGREE IN THE DUPLICATION-DIVERGENCE MODELS 2024 • SIAM Journal on Discrete Mathematics • 38(1):988-1006 Frieze AM, Turowski K, Szpankowski W
Conference EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series 2024 • PROCEEDINGS OF THE 2024 SIAM INTERNATIONAL CONFERENCE ON DATA MINING, SDM • 298-306 Hossain MS, Faloutsos C, Baer B, Kim H, Tsotras VJ
Preprint On the strength of Burer's lifted convex relaxation to quadratic programming with ball constraints 2024 Kılınç-Karzan F, Sun S
Conference SPECTRALLY TRANSFORMED KERNEL REGRESSION 2024 • 12th International Conference on Learning Representations Iclr 2024 Zhai R, Pukdee R, Jin R, Balcan MF, Ravikumar P
Conference Design and Control Co-Optimization for Automated Design Iteration of Dexterous Anthropomorphic Soft Robotic Hands 2024 • 2024 IEEE 7TH INTERNATIONAL CONFERENCE ON SOFT ROBOTICS, ROBOSOFT • 332-339 Mannam P, Liu X, Zhao D, Oh J, Pollard N
Conference A Multiagent Path Search Algorithm for Large-Scale Coalition Structure Generation 2024 • Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS • 2024-May:2489-2491 Taguelmimt R, Aknine S, Boukredera D, Changder N, Sandholm T
Conference MeshReduce: Scalable and Bandwidth Efficient 3D Scene Capture 2024 • 2024 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES, VR 2024 • 20-30 Jin T, Dasari M, Smith C, Apicharttrisorn K, Seshan S, Rowe A
Conference Extending the Mochi Methodology to Enable Dynamic HPC Data Services 2024 • 2024 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS, IPDPSW 2024 • 414-422 Dorier M, Carns P, Ross R, Snyder S, Latham R, Gueroudji A, Amvrosiadis G, Cranor C, Soumagne J
Conference Improving the Bit Complexity of Communication for Distributed Convex Optimization 2024 • Annual ACM Symposium on Theory of Computing • 1130-1140 Ghadiri M, Lee YT, Padmanabhan S, Swartworth W, Woodru DP, Ye G
Journal Article Message from the TPC Co-Chairs 2024 • Sigmetrics Performance 2024 Abstracts of the 2024 ACM Sigmetrics IFIP Performance Joint International Conference on Measurement and Modeling of Computer Systems • v Ciucu F, Fanti G, Righter R
Conference Designing Cloud Servers for Lower Carbon 2024 • Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture • 452-470 Wang J, Berger DS, Kazhamiaka F, Irvene C, Zhang C, Choukse E, Frost K, Fonseca R, Warrier B, Bansal C, Stern J, Bianchini R, Sriraman A
Conference A Flexible Forecasting Stack 2024 • Proceedings of the VLDB Endowment • 17(12):3883-3892 Januschowski T, Wang Y, Gasthaus J, Rangapuram S, Türkmen C, Zschiegner J, Stella L, Bohlke-Schneider M, Maddix D, Benidis K, Alexandrov A, Faloutsos C, Schelter S
Journal Article Hybrid Priority Queue and its Applications 2024 • Performance Evaluation Review • 52(2):12-14 Li Z, Harchol-Balter M, Scheller-Wolf A
Preprint Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors 2024 Ding X, Xi R, Akoglu L
Conference Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond 2024 • Proceedings of Machine Learning Research • 235:2086-2107 Axiotis K, Cohen-Addad V, Henzinger M, Jerome S, Mirrokni V, Saulpic D, Woodruff DP, Wunder M
Conference Morph: Efficient File-Lifetime Redundancy Management for Cluster File Systems 2024 330-346 Kim T, Athlur S, Kadekodi S, Maturana F, Delvira D, Merchant A, Ganger GR, Rashmi KV
Conference Hidden-Role Games: Equilibrium Concepts and Computation 2024 106-107 Carminati L, Zhang BH, Farina G, Gatti N, Sandholm T
Journal Article Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors 2024 • PROCEEDINGS OF THE SEVENTH AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, AIES 2024 • 384-395 Ding X, Xi R, Akoglu L
Journal Article New Guarantees for Learning Revenue Maximizing Menus of Lotteries and Two-Part Tariffs 2024 • Transactions on Machine Learning Research • 2024: Balcan MF, Beyhaghi H
Conference PARD: Permutation-invariant Autoregressive Diffusion for Graph Generation 2024 • Advances in Neural Information Processing Systems • 37: Zhao L, Ding X, Akoglu L
Journal Article Sound Gradual Verification with Symbolic Execution 2024 • Proceedings of the ACM on Programming Languages • 8(POPL): Zimmerman C, Divincenzo J, Aldrich J
Journal Article Scaling Laws for Data Filtering-Data Curation <i>cannot</i> be Compute Agnostic 2024 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 22702-22711 Goyal S, Maini P, Lipton ZC, Raghunathan A, Kolter JZ
Preprint Context-Parametric Inversion: Why Instruction Finetuning Can Worsen Context Reliance 2024 Goyal S, Baek C, Kolter JZ, Raghunathan A
Preprint New Sequence-Independent Lifting Techniques for Cutting Planes and When They Induce Facets 2024 Prasad S, Vitercik E, Balcan M-F, Sandholm T
Journal Article ON THE CHROMATIC NUMBER OF RANDOM REGULAR HYPERGRAPHS\ast 2024 • SIAM Journal on Discrete Mathematics • 38(2):1369-1380 Bennett P, Frieze A
Conference Strategy and Skill Learning for Physics-based Table Tennis Animation 2024 • PROCEEDINGS OF SIGGRAPH 2024 CONFERENCE PAPERS Wang J, Hodgins J, Won J
Conference LEARNING TO RELAX: SETTING SOLVER PARAMETERS ACROSS A SEQUENCE OF LINEAR SYSTEM INSTANCES 2024 • 12th International Conference on Learning Representations Iclr 2024 Khodak M, Chow E, Balcan MF, Talwalkar A
Journal Article AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups 2024 • AI Magazine • 45(1):124-130 Chernova S, Mynatt E, Rozga A, Simmons R, Yanco H
Conference Efficient Size-based Hybrid Algorithm for Optimal Coalition Structure Generation 2024 • Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS • 2024-May:2492-2494 Taguelmimt R, Aknine S, Boukredera D, Changder N, Sandholm T
Conference MeshReduce: Split Rendering of Live 3D Scene for Virtual Teleportation 2024 • 2024 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS, VRW 2024 • 1186-1187 Jin T, Lu E, Dasari M, Apicharttrisorn K, Seshan S, Rowe A
Preprint End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection 2024 Deforce B, Lee M-C, Baesens B, Asensio ES, Yoo J, Akoglu L
Preprint Privacy Requirements and Realities of Digital Public Goods 2024 • Twentieth Symposium on Usable Privacy and Security (SOUPS 2024), pp. 159-177. 2024 Gopi G, Maddi A, Arasaratnam O, Fanti G
