Ilia Markov

Decentralized SGD with Asynchronous, Local and Quantized Updates.

Dan Alistarh, Peter Davies, G. Nadiradze, 2020 .

SwarmSGD: Scalable Decentralized SGD with Local Updates.

Dan Alistarh, G. Nadiradze, Amirmojtaba Sabour, 2020 .

Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts

Grigori Sidorov, Helena Gómez-Adorno, Ilia Markov, 2016, Comput. Intell. Neurosci..

CGX: Adaptive System Support for Communication-Efficient Deep Learning

Dan Alistarh, Ilia Markov, Hamidreza Ramezanikebrya, 2021, 2111.08617.

The LiLaH Emotion Lexicon of Croatian, Dutch and Slovene

Nikola Ljubesic, Walter Daelemans, Darja Fišer, 2020, PEOPLES.

Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection - Extended Abstract

Paolo Rosso, Efstathios Stamatatos, Francisco Rangel, 2021, ECIR.