Distributed, Parallel, and Cluster Computing · Computer Science
Communication lower bounds for nested bilinear algorithms via rank expansion of Kronecker products
Caleb Ju, Yifan Zhang, Edgar Solomonik
2023-09-29
Distributed, Parallel, and Cluster Computing · Computer Science
Resiliency in Numerical Algorithm Design for Extreme Scale Simulations
Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt, Leonardo Bautista-Gomez +32
2020-10-27
Information Retrieval · Computer Science
Conversational Search -- A Report from Dagstuhl Seminar 19461
Avishek Anand, Lawrence Cavedon, Matthias Hagen, Hideo Joho +2
2020-05-19
Databases · Computer Science
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151)
Serge Abiteboul, Marcelo Arenas, Pablo Barceló, Meghyn Bienvenu +17
2017-02-01
Data Structures and Algorithms · Computer Science
Improving the Bit Complexity of Communication for Distributed Convex Optimization
Mehrdad Ghadiri, Yin Tat Lee, Swati Padmanabhan, William Swartworth +2
2024-03-29
Distributed, Parallel, and Cluster Computing · Computer Science
Roadmap for Edge AI: A Dagstuhl Perspective
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral +15
2025-05-23
Numerical Analysis · Mathematics
Challenges in computing matrix functions
Massimiliano Fasi, Stéphane Gaudreault, Kathryn Lund, Marcel Schweitzer
2024-01-30
Machine Learning · Computer Science
GT-STORM: Taming Sample, Communication, and Memory Complexities in Decentralized Non-Convex Learning
Xin Zhang, Jia Liu, Zhengyuan Zhu, Elizabeth S. Bentley
2021-05-20
Distributed, Parallel, and Cluster Computing · Computer Science
Tight Memory-Independent Parallel Matrix Multiplication Communication Lower Bounds
Hussam Al Daas, Grey Ballard, Laura Grigori, Suraj Kumar +1
2022-05-27
Optimization and Control · Mathematics
Recent theoretical advances in decentralized distributed convex optimization
Eduard Gorbunov, Alexander Rogozin, Aleksandr Beznosikov, Darina Dvinskikh +1
2022-08-23
Optimization and Control · Mathematics
Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization
Haochuan Li, Yi Tian, Jingzhao Zhang, Ali Jadbabaie
2021-04-20
Data Structures and Algorithms · Computer Science
Graph Expansion Analysis for Communication Costs of Fast Rectangular Matrix Multiplication
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz +1
2012-11-30
Computation and Language · Computer Science
DIMSUM: Discourse in Mathematical Reasoning as a Supervision Module
Krish Sharma, Niyar R Barman, Akshay Chaturvedi, Nicholas Asher
2025-03-10
Computation and Language · Computer Science
Dialogue Act Classification in Group Chats with DAG-LSTMs
Ozan İrsoy, Rakesh Gosangi, Haimin Zhang, Mu-Hsin Wei +5
2019-08-07