ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2202.12276
  4. Cited By
On the influence of stochastic roundoff errors and their bias on the
  convergence of the gradient descent method with low-precision floating-point
  computation
v1v2v3 (latest)

On the influence of stochastic roundoff errors and their bias on the convergence of the gradient descent method with low-precision floating-point computation

24 February 2022
Lu Xia
Stefano Massei
M. Hochstenbach
B. Koren
ArXiv (abs)PDFHTML

Papers citing "On the influence of stochastic roundoff errors and their bias on the convergence of the gradient descent method with low-precision floating-point computation"

4 / 4 papers shown
Title
Low-Precision Streaming PCA
Low-Precision Streaming PCA
Sanjoy Dasgupta
Syamantak Kumar
Shourya Pandey
Purnamrita Sarkar
44
0
0
25 Oct 2025
Accelerated Gradient Methods with Biased Gradient Estimates: Risk Sensitivity, High-Probability Guarantees, and Large Deviation Bounds
Accelerated Gradient Methods with Biased Gradient Estimates: Risk Sensitivity, High-Probability Guarantees, and Large Deviation Bounds
Mert Gurbuzbalaban
Yasa Syed
Necdet Serhat Aybat
91
0
0
17 Sep 2025
Stochastic Rounding for LLM Training: Theory and Practice
Stochastic Rounding for LLM Training: Theory and PracticeInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Kaan Ozkara
Tao Yu
Youngsuk Park
137
2
0
27 Feb 2025
Error Analysis of Sum-Product Algorithms under Stochastic Rounding
Error Analysis of Sum-Product Algorithms under Stochastic Rounding
P. D. O. Castro
El-Mehdi El Arar
E. Petit
D. Sohier
165
0
0
19 Nov 2024
1