Francesco Bonchi
@FrancescoBonchi
Research Director @CentaiInstitute (https://t.co/gUvASi6cmq). Previously Scientific Director at ISI Foundation (Turin), Director of Research at Yahoo Labs (Barcelona)
ID:105768989
http://francescobonchi.com/ 17-01-2010 12:11:10
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...for many explainers, it's tricky to get this match. Maybe this is why ML algorithms on graphs are still rarely explained, and results still feel black-boxy.🔮
🥂 Tnx to the great team: Alan Perotti, Francesco Bonchi paolo b André Panisson
🔖Paper: openreview.net/pdf?id=HSQTv3R…
🔴 New paper on Accepted papers at TMLR!
ML algorithms are everywhere – but often as black boxes obfuscating decisions. Hence explainers: you give them a model, they tell you what it's grounding its decisions on. But how to avoid explainers becoming black boxes? Who watches the watchmen? (1/3)
Gabriele D'Acunto on Mulitiscale Causal Struct. Learning for Brain Dynamics
CLeaR-Conference on Causal Learning and Reasoning #causality #causaltwitter
📢'Hyper-distance Oracles in Hypergraphs' accepted for publication in The VLDB Journal🚨 Great collaboration with the amazing Giulia Preti and Gianmarco De Francisci Morales @gdfm.bsky.social arxiv.org/pdf/2306.02696…
Happy to share that our paper “Navigating Multidimensional Ideologies with Reddit’s Political Compass: Economic Conflict and Social Affinity” is accepted at The Web Conference ! Thanks to our great team: ecolacrai, Gianmarco De Francisci Morales @gdfm.bsky.social, Michele Starnini. #WebConf2024 CENTAI (Center for AI)
Delighted to share that our paper 'Local Centrality Minimization with Quality Guarantees' has been accepted to Graph Algorithms and Modeling for the Web Track The Web Conference 2024 🎉 Grateful to the amazing collaborators: Lorenzo Severini at UniCredit and Francesco Bonchi at CENTAI!
📢 Our paper 'Best-of-Both-Worlds Algorithms for Linear Contextual Bandits,' first-authored by
Yuko Kuroki, with Alberto Rumi, Taira Tsuchiya, led by
Nicolò Cesa-Bianchi (and myself), has been accepted for oral presentation at #AISTATS2024 ! arxiv.org/abs/2312.15433 💡 #MachineLearning
🎉 Exciting news! Our paper 'Sum-max Submodular Bandits,' a collaborative project coauthored by Stephen Pasteris (not on X), Alberto Rumi, and Nicolò Cesa-Bianchi, has been accepted for poster presentation at #AISTATS2024 !
📄 Preprint: arxiv.org/abs/2311.05975
#MachineLearning
Latest out from CENTAI's team at #CLeaR 2024 cclear.cc/2024 Causal Learning and Reasoning Conference🧠“Extracting the Multiscale Causal Backbone of Brain Dynamics” #MachineLearning #Neuroscience #CausalLearning
Great news! 📣 new paper “Extracting the Multiscale Causal Backbone of Brain Dynamics” a great collaboration under the leadership of the amazing Gabriele D’Acunto (not on X) + Gianmarco De Francisci Morales @gdfm.bsky.social & Giovanni Petri accepted for oral presentation at #CLeaR 2024 scholar.google.com/citations?view…