Year: 2024

Conference

TOWARD OPTIMAL POLICY POPULATION GROWTH IN TWO-PLAYER ZERO-SUM GAMES

2024 • 12th International Conference on Learning Representations Iclr 2024
McAleer S, Lanier JB, Wang KA, Baldi P, Sandholm T, Fox R

Journal Article

Preface

2024 • Lecture Notes in Computer Science • 14739 LNAI:v-vi
Benzmüller C, Heule MJH, Schmidt RA

Conference

Reweighted Solutions for Weighted Low Rank Approximation

2024 • Proceedings of Machine Learning Research • 235:53234-53250
Woodruff DP, Yasuda 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

Conference

Data Distribution Valuation

2024 • Advances in Neural Information Processing Systems • 37:
Xu X, Wang S, Foo CS, Low BKH, Fanti G

Preprint

Self-Tuning Self-Supervised Anomaly Detection

2024
Akoglu L, Yoo J, Zhao L

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

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

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

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

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

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

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