Picture for Belhal Karimi

Belhal Karimi

STANLEY: Stochastic Gradient Anisotropic Langevin Dynamics for Learning Energy-Based Models

Add code
Oct 19, 2023
Viaarxiv icon

Variational Flow Graphical Model

Add code
Jul 06, 2022
Figure 1 for Variational Flow Graphical Model
Figure 2 for Variational Flow Graphical Model
Figure 3 for Variational Flow Graphical Model
Figure 4 for Variational Flow Graphical Model
Viaarxiv icon

On Distributed Adaptive Optimization with Gradient Compression

Add code
May 11, 2022
Figure 1 for On Distributed Adaptive Optimization with Gradient Compression
Figure 2 for On Distributed Adaptive Optimization with Gradient Compression
Figure 3 for On Distributed Adaptive Optimization with Gradient Compression
Figure 4 for On Distributed Adaptive Optimization with Gradient Compression
Viaarxiv icon

Joint learning of object graph and relation graph for visual question answering

Add code
May 09, 2022
Figure 1 for Joint learning of object graph and relation graph for visual question answering
Figure 2 for Joint learning of object graph and relation graph for visual question answering
Figure 3 for Joint learning of object graph and relation graph for visual question answering
Figure 4 for Joint learning of object graph and relation graph for visual question answering
Viaarxiv icon

A Class of Two-Timescale Stochastic EM Algorithms for Nonconvex Latent Variable Models

Add code
Mar 18, 2022
Figure 1 for A Class of Two-Timescale Stochastic EM Algorithms for Nonconvex Latent Variable Models
Figure 2 for A Class of Two-Timescale Stochastic EM Algorithms for Nonconvex Latent Variable Models
Figure 3 for A Class of Two-Timescale Stochastic EM Algorithms for Nonconvex Latent Variable Models
Figure 4 for A Class of Two-Timescale Stochastic EM Algorithms for Nonconvex Latent Variable Models
Viaarxiv icon

Fed-LAMB: Layerwise and Dimensionwise Locally Adaptive Optimization Algorithm

Add code
Oct 01, 2021
Figure 1 for Fed-LAMB: Layerwise and Dimensionwise Locally Adaptive Optimization Algorithm
Figure 2 for Fed-LAMB: Layerwise and Dimensionwise Locally Adaptive Optimization Algorithm
Figure 3 for Fed-LAMB: Layerwise and Dimensionwise Locally Adaptive Optimization Algorithm
Figure 4 for Fed-LAMB: Layerwise and Dimensionwise Locally Adaptive Optimization Algorithm
Viaarxiv icon

On the Convergence of Decentralized Adaptive Gradient Methods

Add code
Sep 07, 2021
Figure 1 for On the Convergence of Decentralized Adaptive Gradient Methods
Figure 2 for On the Convergence of Decentralized Adaptive Gradient Methods
Viaarxiv icon

FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching

Add code
Aug 11, 2020
Viaarxiv icon

On the Global Convergence of (Fast) Incremental Expectation Maximization Methods

Add code
Oct 28, 2019
Figure 1 for On the Global Convergence of (Fast) Incremental Expectation Maximization Methods
Figure 2 for On the Global Convergence of (Fast) Incremental Expectation Maximization Methods
Viaarxiv icon

Non-asymptotic Analysis of Biased Stochastic Approximation Scheme

Add code
Mar 31, 2019
Viaarxiv icon