Fantastic news! The ERC-Synergy¹ proposal we submitted last year with Michael Jordan, Éric Moulines, and Gareth Roberts has been selected by the ERC (which explains for the trips to Brussels last month). Its acronym is OCEAN [hence the whale pictured by a murmuration of starlings!], which stands for On intelligenCE And Networks: Mathematical and Algorithmic Foundations for Multi-Agent Decision-Making. Here is the abstract, which will presumably turn public today along with the official announcement from the ERC:
Until recently, most of the major advances in machine learning and decision making have focused on a centralized paradigm in which data are aggregated at a central location to train models and/or decide on actions. This paradigm faces serious flaws in many real-world cases. In particular, centralized learning risks exposing user privacy, makes inefficient use of communication resources, creates data processing bottlenecks, and may lead to concentration of economic and political power. It thus appears most timely to develop the theory and practice of a new form of machine learning that targets heterogeneous, massively decentralized networks, involving self-interested agents who expect to receive value (or rewards, incentive) for their participation in data exchanges.
OCEAN will develop statistical and algorithmic foundations for systems involving multiple incentive-driven learning and decision-making agents, including uncertainty quantification at the agent’s level. OCEAN will study the interaction of learning with market constraints (scarcity, fairness), connecting adaptive microeconomics and market-aware machine learning.
OCEAN builds on a decade of joint advances in stochastic optimization, probabilistic machine learning, statistical inference, Bayesian assessment of uncertainty, computation, game theory, and information science, with PIs having complementary and internationally recognized skills in these domains. OCEAN will shed a new light on the value and handling data in a competitive, potentially antagonistic, multi-agent environment, and develop new theories and methods to address these pressing challenges. OCEAN requires a fundamental departure from standard approaches and leads to major scientific interdisciplinary endeavors that will transform statistical learning in the long term while opening up exciting and novel areas of research.
Since the ERC support in this grant mostly goes to PhD and postdoctoral positions, watch out for calls in the coming months or contact us at any time.
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The Guardian posted Brexit causes collapse in European research funding for Oxbridge last weekend, yet another article on the negative impact of Brexit (or rather of the non-implementation of the Northern Ireland agreement) on UK research (and in particular Oxford and Cambridge), with the rather obvious remark that hardly any UK-based researcher is now receiving ERC funding. Actually, the only exception (mentioned in the article) happens to be an ERC-Synergy grant where the Oxford team is the only non-EU team in the synergy. This is not the case for our own OCEAN project, where Gareth Roberts at Warwick is funded by the compensation fund set (for now) by the UK Government. The article also mentions that, out of the 150 ERC grants allotted to UK-based researchers last year, about one in eight was activated by the rewarded researcher leaving the UK research sytem. Along with the collapse in foreign students attending UK universities (presumably moving to collapsing further since Sunak’s current government considers them as immigration figures to be curbed!), this state of affairs confirms the degree of absurdity of Brexit, undoubtedly the worst political move of the Century!
Dear Dr. Robert,
Xi'an's Og 