epfml / colaLinks
CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883
☆20Updated 3 years ago
Alternatives and similar repositories for cola
Users that are interested in cola are comparing it to the libraries listed below
Sorting:
- ☆76Updated 6 years ago
- Sketched SGD☆28Updated 5 years ago
- Code for the signSGD paper☆90Updated 4 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆169Updated 2 years ago
- A compressed adaptive optimizer for training large-scale deep learning models using PyTorch☆27Updated 5 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆60Updated last year
- Federated posterior averaging implemented in JAX☆51Updated 2 years ago
- Convolutional Neural Tangent Kernel☆113Updated 5 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆71Updated 4 years ago
- Simple Hierarchical Count Sketch in Python☆21Updated 4 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆161Updated 5 years ago
- Code for fast dpsgd implementations in JAX/TF☆59Updated 2 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆105Updated 5 years ago
- Implementation of SVRG and SAGA optimization algorithms for deep learning topics.☆74Updated 4 years ago
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆59Updated 6 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆31Updated last year
- Randomized Smoothing of All Shapes and Sizes (ICML 2020).☆52Updated 5 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆140Updated 6 years ago
- Geometric Certifications of Neural Nets☆42Updated 2 years ago
- ☆30Updated 5 years ago
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆45Updated 6 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆32Updated 5 years ago
- ☆83Updated 5 years ago
- ☆32Updated 7 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Updated 6 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33Updated 4 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆187Updated 5 years ago
- implement distributed machine learning with Pytorch + OpenMPI☆52Updated 6 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆17Updated 6 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆96Updated last month