Tome Eftimov (@tomeeftimov) 's Twitter Profile
Tome Eftimov

@tomeeftimov

Researcher @ Jozef Stefan Institute and Head of AI @ TeamLift. Interested in Black-Box Optimization, NLP, ML, Handball :)

ID: 303647609

linkhttp://cs.ijs.si/eftimov/ calendar_today23-05-2011 07:19:29

755 Tweet

551 Followers

693 Following

Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

🌟 Exciting News! 🌟 Honored to be recognized in Elsevier's 2022 World's Top 2% of Highly Cited Scientists for my contributions to #AI. Huge shoutout to my amazing teams at JSI, FCSE, Sorbonne, and Leiden University - your collaboration made this possible! πŸš€

Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

🌱 Exciting News! 🍏 Our team, ComputerSystems@JSI, zerodays, and ЀИНКИ, present FoodMarketMap: AI for informed, healthier, sustainable, cost-effective food choices. Selected in FOODITY project's Open Call 1. Revolutionize food shopping for a better future! 🌟🌽

🌱 Exciting News! 🍏 Our team, <a href="/JSI_CompSystems/">ComputerSystems@JSI</a>, zerodays, and <a href="/FINKIedu/">ЀИНКИ</a>, present FoodMarketMap: AI for informed, healthier, sustainable, cost-effective food choices. Selected in <a href="/FOODITY_EU/">FOODITY</a> project's Open Call 1. Revolutionize food shopping for a better future! 🌟🌽
Prof. Emma Hart (@hartemma) 's Twitter Profile Photo

Interested in continual learning in optimisation systems, e.g. improving with experience, learning cross-domain and adapting to new domains? Submit short or full papers to our GECCO 24 wkshop tinyurl.com/3hn8n3rr deadline 8th April

Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

Dive into our latest journal article comparing ELA features with transformer-learned features for algorithm selection in numerical optimization across four benchmark suites: doi.org/10.1016/j.swev… w/ Gjorgjina Cenikj, GaΕ‘per Petelin

ComputerSystems@JSI (@jsi_compsystems) 's Twitter Profile Photo

Yesterday at the β€œForum podatkovne analitike 2024", Tome Eftimov delved into AI's complexities, aiming to bridge academic-industrial gaps. Prioritising transparent reporting and societal impact over financial gain is crucial for AI's integrity.

Yesterday at the β€œForum podatkovne analitike 2024", <a href="/TomeEftimov/">Tome Eftimov</a> delved into AI's complexities, aiming to bridge academic-industrial gaps. Prioritising transparent reporting and societal impact over financial gain is crucial for AI's integrity.
Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

Thrilled to unveil FoodMarketMap application at Dnevi slovenske informatike 2024, enhancing food shopping for health & sustainability! Selected as an innovator under FOODITY project. πŸŒ±πŸ“· #FoodMarketMap #SustainableShopping w/ ЀИНКИ, Zerodays

Thrilled to unveil FoodMarketMap application at Dnevi slovenske informatike 2024, enhancing food shopping for health &amp; sustainability! Selected as an innovator under <a href="/FOODITY_EU/">FOODITY</a> project. πŸŒ±πŸ“· #FoodMarketMap #SustainableShopping 

w/ <a href="/FINKIedu/">ЀИНКИ</a>, Zerodays
Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

Dive into our latest survey on Meta-features for Automated Algorithm Selection in Black-box Single-objective Continuous Optimization! πŸ”βœ¨

SPECIES Society (@speciessociety) 's Twitter Profile Photo

πŸ” Ana Kostovska πŸ‡«πŸ‡·Carola Doerr, Sorbonne University, France Which Multi-Label Classification (MLC) algorithm to select? Ana's work addressed this selection problem with an explainable approach that uses the dataset features and a trained algorithm selector.

πŸ” Ana Kostovska
πŸ‡«πŸ‡·Carola Doerr, Sorbonne University, France
Which Multi-Label Classification (MLC) algorithm to select? Ana's work addressed this selection problem with an explainable approach that uses the dataset features and a trained algorithm selector.
Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

Check out our new paper "Opt2Vec" on representation learning for optimization process trajectories! πŸ”Ή Opt2Vec captures algorithm behavior πŸ”ΉSuitable for dynamic problem characterization πŸ”Ή Invariant to transformations πŸ”Ή Scalable across dimensions sciencedirect.com/science/articl…

Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

Excited to share that our CEO, BoΕΎanka Vitanova, is featured in Forbes! She discusses AI's impact on work and TeamLift's focus on transparency. Curious how AI could affect your work? Try TeamLift for free: teamlift.co/for-individuals Your feedback is vital!

Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

How well do GPT models recognize food entities? πŸŽπŸ” Our new paper explores their performance. Extracting key info is vital for intelligent systems, especially in the food sector for nutritionists and clinicians. FOODITY frontiersin.org/journals/nutri…

AutoLearn-SI (@autolearnsi) 's Twitter Profile Photo

Launching #AutoLearnSI, a Horizon Europe πŸ‡ͺπŸ‡Ί project at @JSI_Slovenia! Advancing AutoML & AutoOPT in research & education. Led by Eva Tuba & Tome Eftimov, with πŸ‡«πŸ‡·πŸ‡©πŸ‡ͺπŸ‡³πŸ‡±πŸ‡§πŸ‡ͺ support & πŸ‡²πŸ‡° knowledge transfer! Photo Credit: Marjan Verc. #ResearchImpactEU #EUInnovation #HorizonEU European Research Executive Agency

Launching #AutoLearnSI, a <a href="/HorizonEU/">Horizon Europe πŸ‡ͺπŸ‡Ί</a> project at @JSI_Slovenia! Advancing AutoML &amp; AutoOPT in research &amp; education. Led by <a href="/EvaTuba/">Eva Tuba</a> &amp; <a href="/TomeEftimov/">Tome Eftimov</a>, with πŸ‡«πŸ‡·πŸ‡©πŸ‡ͺπŸ‡³πŸ‡±πŸ‡§πŸ‡ͺ support &amp; πŸ‡²πŸ‡° knowledge transfer! 

Photo Credit: Marjan Verc.
#ResearchImpactEU #EUInnovation #HorizonEU
<a href="/REA_research/">European Research Executive Agency</a>
AutoLearn-SI (@autolearnsi) 's Twitter Profile Photo

Thrilled to host CarolaDoerr from Sorbonne Univeristy, an assocaited partner, at AI@JSI! Her talk on "Generating Point Sets of Small Star Discrepancy" showcased how solver-based optimization are reshaping experimental design, numerical integration & ML. #HorizonEU

Thrilled to host <a href="/CarolaDoerr19/">CarolaDoerr</a> from Sorbonne Univeristy, an assocaited partner, at AI@JSI! Her talk on "Generating Point Sets of Small Star Discrepancy" showcased how solver-based optimization are reshaping experimental design, numerical integration &amp; ML.
#HorizonEU
AutoLearn-SI (@autolearnsi) 's Twitter Profile Photo

πŸš€ Great news from IEEE CEC 2025! πŸš€ Three of our papers - two in the regular track & one in the journal-to-conference track - have been accepted! Work related to algorithm footprints, search dynamics, and feature-based selection. #ResearchImpactEU #EUInnovation #HorizonEU

AutoLearn-SI (@autolearnsi) 's Twitter Profile Photo

πŸš€ Our #PhD positions are now open for applications! πŸ”¬βœ¨ Join us in advancing automated machine learning and optimization. πŸ‘‰ More details: autolearnsi.eu/news/7733b3c5-… #HorizonEU #ERAChair

Tome Eftimov (@tomeeftimov) 's Twitter Profile Photo

πŸ“’ On July 15 at GECCO 2025, join us for our tutorial: "Recent Advances in Features for Black-box Single-objective Optimization" πŸ•€ 09:30–11:20 | πŸ“ Room Azul We’ll cover problem & algorithm representations, feature-based learning, and AutoOPT insights! #GECCO2025 AutoLearn-SI