Mechanic: A Learning Rate Tuner

Mechanic: A Learning Rate Tuner

31 May 2023

Papers citing "Mechanic: A Learning Rate Tuner"

13 / 13 papers shown

Title
Efficient Deep Learning Approaches for Processing Ultra-Widefield Retinal Imaging Siwon Kim Wooyung Yun Jeongbin Oh Soomok Lee MedIm 49 0 0 23 Mar 2025
$$\texttt{skwdro}$: a library for Wasserstein distributionally robust machine learning$ $\texttt{skwdro}$ : a library for Wasserstein distributionally robust machine learning Florian Vincent Waïss Azizian F. Iutzeler J. Malick OOD 53 0 0 28 Oct 2024
State-free Reinforcement Learning Mingyu Chen Aldo Pacchiano Xuezhou Zhang 61 0 0 27 Sep 2024
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training J. Chaudhary Dipak Nidhi J. Heikkonen H. Merisaari R. Kanth 16 0 0 25 Sep 2024
Stepping on the Edge: Curvature Aware Learning Rate Tuners Vincent Roulet Atish Agarwala Jean-Bastien Grill Grzegorz Swirszcz Mathieu Blondel Fabian Pedregosa 34 1 0 08 Jul 2024
Fully Unconstrained Online Learning Ashok Cutkosky Zakaria Mhammedi CLL 27 1 0 30 May 2024
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning Aneesh Muppidi Zhiyu Zhang Heng Yang 32 4 0 26 May 2024
Corridor Geometry in Gradient-Based Optimization Benoit Dherin M. Rosca 25 0 0 13 Feb 2024
Tuning-Free Stochastic Optimization Ahmed Khaled Chi Jin 30 7 0 12 Feb 2024
MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters Arsalan Sharifnassab Saber Salehkaleybar Richard Sutton 27 3 0 04 Feb 2024
SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms Farshed Abdukhakimov Chulu Xiang Dmitry Kamzolov Robert Mansel Gower Martin Takáč 32 2 0 28 Dec 2023
Improving Adaptive Online Learning Using Refined Discretization Zhiyu Zhang Heng Yang Ashok Cutkosky I. Paschalidis 14 5 0 27 Sep 2023
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018