{"id":42,"date":"2022-10-17T08:06:32","date_gmt":"2022-10-17T08:06:32","guid":{"rendered":"https:\/\/humancompatible.org\/?page_id=42"},"modified":"2023-06-13T19:01:06","modified_gmt":"2023-06-13T19:01:06","slug":"publications","status":"publish","type":"page","link":"https:\/\/humancompatible.org\/index.php\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n

Journal publications:<\/strong><\/p>\n\n\n\n

Quan Zhou<\/a>, Jakub Marecek<\/a>, Robert N. Shorten<\/a>: <\/strong>Fairness in Forecasting of Observations of Linear Dynammical Systems<\/a>. Journal of AI Research, to appear, 2023.<\/p>\n\n\n\n

Pietro Ferraro<\/a>, Jia Yuan Yu<\/a>, Ramen Ghosh<\/a>, Syed Eqbal Alam<\/a>, Jakub Marecek<\/a>, Fabian Wirth<\/a>, Robert Shorten<\/a>: On Unique Ergodicity of Coupled AIMD Flows<\/a>. International Journal of control, to appear, 2023.<\/p>\n\n\n\n

Quan Zhou<\/a>, Jakub Marecek<\/a>, Robert N. Shorten<\/a>: Subgroup fairness in two-sided markets<\/a>. PLoS One, Volume 18(2), 2023, e0281443.<\/p>\n\n\n\n

Vyacheslav Kungurtsev<\/a>, Jakub Marecek<\/a>, Ramen Ghosh<\/a>, Robert N. Shorten<\/a>: On the Ergodic Control of Ensembles in the Presence of Non-linear Filters.<\/a> Automatica, Volume 152, June 2023, 110946. <\/p>\n\n\n\n

Jakub Mare\u010dek, Michal Roubalik, Ramen Ghosh, Robert N. Shorten, Fabian R. Wirth: Predictability and fairness in load aggregation and operations of virtual power plants<\/a>. Automatica, Volume 147, January 2023, 110743.<\/p>\n\n\n\n

Conference publications:<\/strong><\/p>\n\n\n\n

arXiv:2306.06473<\/a> Swagatam Haldar<\/a>,\u00a0Diptikalyan Saha<\/a>,\u00a0Dennis Wei<\/a>,\u00a0Rahul Nair<\/a>,\u00a0Elizabeth M. Daly<\/a>: Interpretable\u00a0Differencing\u00a0of\u00a0Machine\u00a0Learning\u00a0Models. Uncertainty in Artificial Intelligence (UAI), 2023.<\/p>\n\n\n\n

arXiv:2305.16122<\/a> Johannes Aspman<\/a>,\u00a0Gilles Bareilles<\/a>,\u00a0Vyacheslav Kungurtsev<\/a>,\u00a0Jakub Marecek<\/a>,\u00a0Martin Tak\u00e1\u010d<\/a>: Hybrid Methods in Polynomial Optimisation. Foundations of Computational Mathematics (FOCM), 2023. Poster.<\/p>\n\n\n\n

arXiv:2302.12333<\/a>\u00a0Dimitris Sacharidis<\/a>,\u00a0Giorgos Giannopoulos<\/a>,\u00a0George Papastefanatos<\/a>,\u00a0Kostas Stefanidis<\/a>: Auditing for Spatial Fairness. EDBT 2023.<\/p>\n\n\n\n

Informal publications:<\/strong><\/p>\n\n\n\n

arXiv:2306.06777<\/a>\u00a0Jiri Nemecek<\/a>,\u00a0Tomas Pevny<\/a>,\u00a0Jakub Marecek<\/a>: Improving the Validity of Decision Trees as Explanations.<\/p>\n\n\n\n

arXiv:2302.07947<\/a>\u00a0Songqiang Qiu<\/a>,\u00a0Vyacheslav Kungurtsev<\/a>: A Sequential Quadratic Programming Method for Optimization with Stochastic Objective Functions, Deterministic Inequality Constraints and Robust Subproblems.<\/p>\n\n\n\n

arXiv:2302.00709<\/a> Johannes Aspman<\/a>, Vyacheslav Kungurtsev<\/a>, Reza Roohi Seraji<\/a>: Riemannian Stochastic Approximation for Minimizing Tame Nonsmooth Objective Functions.<\/p>\n\n\n\n

arXiv:2212.13912<\/a>  Sarah Boufelja Y.<\/a>, Anthony Quinn<\/a>, Martin Corless<\/a>, Robert Shorten<\/a> Fully Probabilistic Design for Optimal Transport.<\/p>\n\n\n\n

arXiv:2211.09774<\/a> Allahkaram Shafiei<\/a>, Vyacheslav Kungurtsev<\/a>, Jakub Marecek<\/a>: Time-Varying Multi-Objective Optimization: Tradeoff Regret Bounds.<\/p>\n\n\n\n

a<\/a><\/strong>rXiv:2209.01410<\/a> Quan Zhou<\/a>, Ramen Ghosh<\/a>, Robert Shorten<\/a>, Jakub Marecek<\/a>: Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions.<\/p>\n\n\n\n

arXiv:2206.11533<\/a>  Fabio V. Difonzo<\/a>, Vyacheslav Kungurtsev<\/a>, Jakub Marecek<\/a>: Stochastic Langevin Differential Inclusions with Applications to Machine Learning.<\/p>\n\n\n\n

You can also meet us at numerous events:<\/p>\n\n\n\n

HUMAN-01-01 Clustering Event, virtual, speaker (J.M.) on March 2nd, 2023.<\/p>\n\n\n\n

CODIET Kickoff, London, invited speakers (J.M., D.G., M.K.) on January 23-24th, 2023.<\/p>\n\n\n\n

CAIRO Invited Speakers Series 2022\/23, invited speaker (J.M.) on January 19th, 2023. <\/p>\n\n\n\n

New CZ-DEal. Budoucnost energetiky aneb nov\u00e1 \u0161ance pro \u010desko-n\u011bmeckou spolupr\u00e1ci 2023, Panelist (J.M.) on December 12th, 2022. <\/p>\n\n\n\n

Atlantic Council AI Connect Workshop (https:\/\/www.atlanticcouncil.org\/programs\/geotech-center\/ai-connect\/), Panelist (J.M.) on November 1st, 2022.<\/p>\n\n\n\n

ISACA Czech Republic Chapter (http:\/\/www.isaca.cz) Annual Conference, Invited tutorial on October 11th and Plenary talk (J.M.) on October 12th, 2022.<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Journal publications: Quan Zhou, Jakub Marecek, Robert N. Shorten: Fairness in Forecasting of Observations of Linear Dynammical Systems. Journal of AI Research, to appear, 2023. Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh, Syed Eqbal Alam, Jakub […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-publications.php","meta":[],"_links":{"self":[{"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/pages\/42"}],"collection":[{"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/comments?post=42"}],"version-history":[{"count":28,"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/pages\/42\/revisions"}],"predecessor-version":[{"id":152,"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/pages\/42\/revisions\/152"}],"wp:attachment":[{"href":"https:\/\/humancompatible.org\/index.php\/wp-json\/wp\/v2\/media?parent=42"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}