Publications

Please see my google scholar page for up to date list of publications. Most of my work is on arxiv. 

I've been involved in organizing [last updated 2025]:

• • Action Editor for TMLR 2025

  • Program Chair for NeurIPS 2025 -- www.neurips.cc

  • Conference on Lifelong Learning Agents (Program Chair) 2022, 2023, 2024; General Chair 2025 -- https://www.lifelong-ml.cc

  • Learning on Graphs Conference (Program Chair) 2022 -- https://logconference.org/

  • EEML (Eastern European Machine Learning summer school) 2018-to date -- https://www.eeml.eu

  • EEML workshop series from 2019-to date -- https://workshops.eeml.eu

  • AI Romania Days 2020 - to date -- https://days.airomania.eu/

  • PyML (lecture notes for high school students - in Romanian) -- https://www.pyml.ro/

  • Representation Learning on Graphs and Manifold workshop at ICLR 2019 -- https://rlgm.github.io

  • Continual Learning Workshop at NeurIPS 2018 -- https://sites.google.com/corp/view/continual2018

  • Transylvanian Machine Learning Summer School  (TMLSS) -- https://www.tmlss.ro  [report can be found here]

  • Deep Learning & Continual Learning Workshop NeurIPS 2016 -- https://sites.google.com/site/cldlnips2016/home

Invited Talks & Lectures [last updated 2022]

• • Tutorial CVPR, 2022 [site]

  • Lecture at EEML 2022, Vilnius, Lithuania 

  • Talk at Warwick University, 2022, UK

  • Talk at MILA, Montreal, Canada, 2022

  • Lecture at EEML 2021, Budapest, Hungary [virtual]

  • Talk at VMLW, 2021, Lithuania [virtual]

  • Lecture at EEML 2020, Krakow, Poland [virtual]

  • Talk at Oxford University, Oxford, UK, 5 March 2020 [slides]

  • Talk at LMLW, Lviv, Ukraine, 29th Feb 2020 [slides][video]

  • Talk at MIMUW, Warsaw, Poland, 24th Feb 2020 [slides]

  • Talk MLinPL 2019, Warsaw, Poland, 22-25 November 2019 [slides]

  • Talk at EEML 2019, Bucharest, Romania, 1-6 July 2019 [slides]

  • Talk at Deep Learning Theory meeting, Leipzig, Germany, 28th March 2019 [slides]

  • Talk at Center of Theoretical Neuroscience, Columbia University, NY, US, 8th March 2019 [slides]

  • Talk at Center for Data Science, NYU Data Science, NY, US, 7th March 2019 [slides]

  • Lecture at TMLW (Timisoara Machine Learning Workshop), Timisoara, Romania, 23 February 2019 [slides]

  • Talk at  TFML (Theoretical Foundation of Machine Learning) Krakow, Poland 13th February 2019. [slides] 

  • Talk at Institute of Science and Technology (IST) Austria, Vienna, Austira Feb 7th 2018 [slides]

  • Lecture at TMLSS (Transylvanian Machine Learning Summer School), Cluj-Napoca, Romania, 16th-22nd July 2018 [slides]

  • Talk at Bucharest Deep Learning MeetUp, Bucharest, Romania, 25th june, 2017 

  • Talk at Cluj Innovation Days, Cluj-Napoca, Romania, March, 2017

  • Lecture at Computational and Cognitive Neuroscience Summer School, Shanghai, China, 9th-27th July 2016

  • Lecture at IK (Interdisciplinary Kollege), Gunee/Mohnsee, Germany 4th -11th March, 2016

  • Lecturer for Deep Learning Summer School organized by DENIS, Helsinki, Finland