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Josh Alman
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Publications
- 2024
- [i27]Josh Alman, Zhao Song:
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models. CoRR abs/2402.04497 (2024) - 2023
- [j4]Josh Alman, Virginia Vassilevska Williams:
Limits on All Known (and Some Unknown) Approaches to Matrix Multiplication. SIAM J. Comput. 52(6): S18-285 (2023) - [c26]Josh Alman, Hengjie Zhang:
Generalizations of Matrix Multiplication can solve the Light Bulb Problem. FOCS 2023: 1471-1495 - [c25]Josh Alman, Zhao Song:
Fast Attention Requires Bounded Entries. NeurIPS 2023 - [c24]Josh Alman, Jiehao Liang, Zhao Song, Ruizhe Zhang, Danyang Zhuo:
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing. NeurIPS 2023 - [i25]Josh Alman, Zhao Song:
Fast Attention Requires Bounded Entries. CoRR abs/2302.13214 (2023) - [i23]Josh Alman, Zhao Song:
How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention to Kronecker Computation. CoRR abs/2310.04064 (2023) - [i22]Josh Alman, Hengjie Zhang:
Generalizations of Matrix Multiplication can solve the Light Bulb Problem. CoRR abs/2311.01630 (2023) - 2022
- [i16]Josh Alman, Jiehao Liang, Zhao Song, Ruizhe Zhang, Danyang Zhuo:
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing. CoRR abs/2211.14227 (2022) - 2021
- [c18]Josh Alman, Virginia Vassilevska Williams:
A Refined Laser Method and Faster Matrix Multiplication. SODA 2021: 522-539 - 2020
- [j2]Josh Alman, Matthias Mnich, Virginia Vassilevska Williams:
Dynamic Parameterized Problems and Algorithms. ACM Trans. Algorithms 16(4): 45:1-45:46 (2020) - [c16]Josh Alman, Timothy Chu, Aaron Schild, Zhao Song:
Algorithms and Hardness for Linear Algebra on Geometric Graphs. FOCS 2020: 541-552 - [c15]Josh Alman, Virginia Vassilevska Williams:
OV Graphs Are (Probably) Hard Instances. ITCS 2020: 83:1-83:18 - [c14]Josh Alman, Timothy M. Chan, R. Ryan Williams:
Faster Deterministic and Las Vegas Algorithms for Offline Approximate Nearest Neighbors in High Dimensions. SODA 2020: 637-649 - [c13]Josh Alman, Huacheng Yu:
Faster Update Time for Turnstile Streaming Algorithms. SODA 2020: 1803-1813 - [i14]Josh Alman, Virginia Vassilevska Williams:
A Refined Laser Method and Faster Matrix Multiplication. CoRR abs/2010.05846 (2020) - [i13]Josh Alman, Timothy Chu, Aaron Schild, Zhao Song:
Algorithms and Hardness for Linear Algebra on Geometric Graphs. CoRR abs/2011.02466 (2020) - 2019
- [c11]Josh Alman, Lijie Chen:
Efficient Construction of Rigid Matrices Using an NP Oracle. FOCS 2019: 1034-1055 - [i12]Josh Alman, Huacheng Yu:
Faster Update Time for Turnstile Streaming Algorithms. CoRR abs/1911.01351 (2019) - 2018
- [c8]Josh Alman, Virginia Vassilevska Williams:
Limits on All Known (and Some Unknown) Approaches to Matrix Multiplication. FOCS 2018: 580-591 - [c7]Josh Alman, Virginia Vassilevska Williams:
Further Limitations of the Known Approaches for Matrix Multiplication. ITCS 2018: 25:1-25:15 - [c6]Josh Alman, Joshua R. Wang, Huacheng Yu:
Cell-probe lower bounds from online communication complexity. STOC 2018: 1003-1012 - [i9]Josh Alman, Virginia Vassilevska Williams:
Limits on All Known (and Some Unknown) Approaches to Matrix Multiplication. CoRR abs/1810.08671 (2018) - 2017
- [c5]Josh Alman, Dylan M. McKay:
Theoretical Foundations of Team Matchmaking. AAMAS 2017: 1073-1081 - [c4]Josh Alman, Matthias Mnich, Virginia Vassilevska Williams:
Dynamic Parameterized Problems and Algorithms. ICALP 2017: 41:1-41:16 - [c3]Josh Alman, R. Ryan Williams:
Probabilistic rank and matrix rigidity. STOC 2017: 641-652 - [i7]Josh Alman, Joshua R. Wang, Huacheng Yu:
Cell-Probe Lower Bounds from Online Communication Complexity. CoRR abs/1704.06185 (2017) - [i6]Josh Alman, Matthias Mnich, Virginia Vassilevska Williams:
Dynamic Parameterized Problems and Algorithms. CoRR abs/1707.00362 (2017) - [i5]Josh Alman, Virginia Vassilevska Williams:
Further limitations of the known approaches for matrix multiplication. CoRR abs/1712.07246 (2017) - [i4]Josh Alman, Joshua R. Wang, Huacheng Yu:
Cell-Probe Lower Bounds from Online Communication Complexity. Electron. Colloquium Comput. Complex. TR17 (2017) - 2016
- [c2]Josh Alman, Timothy M. Chan, R. Ryan Williams:
Polynomial Representations of Threshold Functions and Algorithmic Applications. FOCS 2016: 467-476 - [i3]Josh Alman, Timothy M. Chan, Ryan Williams:
Polynomial Representations of Threshold Functions and Algorithmic Applications. CoRR abs/1608.04355 (2016) - [i2]Josh Alman, Ryan Williams:
Probabilistic Rank and Matrix Rigidity. CoRR abs/1611.05558 (2016) - 2015
- [c1]Josh Alman, Ryan Williams:
Probabilistic Polynomials and Hamming Nearest Neighbors. FOCS 2015: 136-150 - [i1]Josh Alman, Ryan Williams:
Probabilistic Polynomials and Hamming Nearest Neighbors. CoRR abs/1507.05106 (2015)
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