Preprint Nearly-Optimal Bandit Learning in Stackelberg Games with Side Information 2025 Balcan M-F, Bernasconi M, Castiglioni M, Celli A, Harris K, Wu ZS
Preprint CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing 2025 Wu L, Hanafy WA, Souza A, Nguyen K, Harkes J, Irwin D, Satyanarayanan M, Shenoy P
Journal Article A Saturation-Based Unification Algorithm for Higher-Order Rational Patterns 2025 • ACM Transactions on Computational Logic • 26(1): Chen Z, Pfenning F
Journal Article Building Hamiltonian cycles in the semi-random graph process in less than 2 n rounds 2025 • European Journal of Combinatorics • 126:104122 Frieze A, Gao P, MacRury C, Prałat P, Sorkin GB
Preprint Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function 2025 Balcan M-F, Nguyen AT, Sharma D
Conference Energy-aware Scheduling and Input Buffer Overflow Prevention for Energy-harvesting Systems 2025 • International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS • 339-354 Desai H, Wang X, Lucia B
Journal Article The Nonstationary Newsvendor with (and Without) Predictions 2025 • Manufacturing & Service Operations Management An L, Li AA, Moseley B, Ravi R
Journal Article Game Theoretic Liquidity Provisioning in Concentrated Liquidity Market Makers 2025 • Proceedings of the ACM on Measurement and Analysis of Computing Systems • 9(1): Tang W, El-Azouzi R, Lee CH, Chan E, Fanti G
Journal Article Some online Maker-Breaker games 2025 • Discrete Mathematics • 348(6):114446 Bennett P, Frieze A
Journal Article A comparative study of AI-generated and human-crafted learning objectives in computing education 2025 • Journal of Computer Assisted Learning • 41(1): Doyle A, Sridhar P, Agarwal A, Savelka J, Sakr M
Conference AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce 2025 • PROCEEDINGS OF THE 56TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE TS 2025, VOL 1 • 1029-1035 Savelka J, Kultur C, Agarwal A, Bogart C, Burte H, Zhang A, Sakr M
Journal Article Kinematic Motion Retargeting for Contact-Rich Anthropomorphic Manipulations 2025 • ACM Transactions on Graphics • 44(2):1-20 Lakshmipathy AS, Hodgins J, Pollard N
Journal Article Instance-specific linear relaxations of semidefinite optimization problems 2025 • Mathematical Programming Computation de Roux D, Carr R, Ravi R
Conference Statistical Modeling and Analysis of Electronic Examination Logs 2025 1761-1761 Satav R, Reese A, Railing BP
Journal Article Generalization Guarantees for Multi-Item Profit Maximization: Pricing, Auctions, and Randomized Mechanisms 2025 • Operations Research • 73(2): Balcan M-F, Sandholm T, Vitercik E
Journal Article Revisiting Abstractions for Software Architecture and Tools to Support Them 2025 • IEEE Transactions on Software Engineering • 51(3):768-773 Shaw M, Klein DV, Ross TL
Journal Article Job assignment in machine learning inference systems with accuracy constraints 2025 • Performance evaluation (Print) • 167: Choudhury T, Joshi G, Wang W
Journal Article Intersectional HCI on a Budget: An Analytical Approach Powered by Types 2025 • International Journal of Human-Computer Interaction Fallatah A, Hamid MM, Moussaoui FA, Chikezie C, Erwig M, Bogart C, Sarma A, Burnett M
Conference Towards Compositional Assurance of Large Cyber-Physical Systems 2025 1-3 Moreno GA, Klein MH, Saha S, Derakhshan F, Jia L
Journal Article On the Detection of Reviewer-Author Collusion Rings From Paper Bidding 2025 • Transactions on Machine Learning Research • 2025: Jecmen S, Shah NB, Fang F, Akoglu L
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 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
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
