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List of works by Martin Jaggi

COLA: Decentralized Linear Learning ⬇️

Communication-Efficient Distributed Dual Coordinate Ascent ⬇️

scientific article published in January 2014

Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems ⬇️

scientific article published in January 2017

Ensemble Distillation for Robust Model Fusion in Federated Learning ⬇️

scientific article published in November 2020

Forecasting intracranial hypertension using multi-scale waveform metrics

scientific article published on 05 February 2020

Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees ⬇️

scientific article published in January 2017

Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification

academic journal article

Model Fusion via Optimal Transport ⬇️

On the Global Linear Convergence of Frank-Wolfe Optimization Variants ⬇️

PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization ⬇️

Practical Low-Rank Communication Compression in Decentralized Deep Learning ⬇️

scientific article published in November 2020

SKILL: Structured Knowledge Infusion for Large Language Models ⬇️

scientific article published on 17 May 2022

Safe Adaptive Importance Sampling ⬇️

scientific article published in January 2017

Sparsified SGD with Memory ⬇️

Training DNNs with Hybrid Block Floating Point ⬇️

Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features ⬇️

scientific article published on 10 July 2017

Unsupervised Scalable Representation Learning for Multivariate Time Series ⬇️

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