Picture for Rayan Saab

Rayan Saab

Accumulator-Aware Post-Training Quantization

Add code
Sep 25, 2024
Viaarxiv icon

SPFQ: A Stochastic Algorithm and Its Error Analysis for Neural Network Quantization

Add code
Sep 20, 2023
Viaarxiv icon

A simple approach for quantizing neural networks

Add code
Sep 07, 2022
Viaarxiv icon

Spectrally Adaptive Common Spatial Patterns

Add code
Feb 09, 2022
Figure 1 for Spectrally Adaptive Common Spatial Patterns
Figure 2 for Spectrally Adaptive Common Spatial Patterns
Figure 3 for Spectrally Adaptive Common Spatial Patterns
Figure 4 for Spectrally Adaptive Common Spatial Patterns
Viaarxiv icon

Post-training Quantization for Neural Networks with Provable Guarantees

Add code
Jan 26, 2022
Figure 1 for Post-training Quantization for Neural Networks with Provable Guarantees
Figure 2 for Post-training Quantization for Neural Networks with Provable Guarantees
Figure 3 for Post-training Quantization for Neural Networks with Provable Guarantees
Figure 4 for Post-training Quantization for Neural Networks with Provable Guarantees
Viaarxiv icon

Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features

Add code
Jun 04, 2021
Figure 1 for Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features
Figure 2 for Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features
Figure 3 for Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features
Figure 4 for Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features
Viaarxiv icon

A Greedy Algorithm for Quantizing Neural Networks

Add code
Oct 29, 2020
Figure 1 for A Greedy Algorithm for Quantizing Neural Networks
Figure 2 for A Greedy Algorithm for Quantizing Neural Networks
Figure 3 for A Greedy Algorithm for Quantizing Neural Networks
Figure 4 for A Greedy Algorithm for Quantizing Neural Networks
Viaarxiv icon

Faster Binary Embeddings for Preserving Euclidean Distances

Add code
Oct 01, 2020
Figure 1 for Faster Binary Embeddings for Preserving Euclidean Distances
Figure 2 for Faster Binary Embeddings for Preserving Euclidean Distances
Figure 3 for Faster Binary Embeddings for Preserving Euclidean Distances
Figure 4 for Faster Binary Embeddings for Preserving Euclidean Distances
Viaarxiv icon

Random Vector Functional Link Networks for Function Approximation on Manifolds

Add code
Jul 30, 2020
Figure 1 for Random Vector Functional Link Networks for Function Approximation on Manifolds
Viaarxiv icon

Fast binary embeddings, and quantized compressed sensing with structured matrices

Add code
Jul 18, 2018
Viaarxiv icon