Martin Takac

@TakacMartin

mtakac.com

Joined April 2013

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360 Followers

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Martin Takac
@TakacMartin
Jun 15
🔥 A sneak peek at the incredible #ICOMP2026 lineup! Here is a subset of our confirmed plenary speakers so far: 🎙️ Michael Jordan 🎙️ Anatoli Juditsky 🎙️ @SebastienBubeck (online) 🎙️ @Ana_koloskova 🎙️ @konstmish 🎙️ @orvieto_antonio More stellar speakers to be announced soon!
Eduard Gorbunov
@ed_gorbunov
Jun 15
Replying to @ed_gorbunov
We're excited to welcome the following confirmed plenary speakers: Sebastian Bubeck (@SebastienBubeck, online), Anatoli Juditsky, Michael Jordan, Anastasia Koloskova (@Ana_koloskova), Konstantin Mishchenko (@konstmish), and Antonio Orvieto (@orvieto_antonio).
Martin Takac
@TakacMartin
Oct 19, 2025
We have started the #icomp conference with prof. Daniel Kuhn talk about contextual stochastic bilevel optimization icomp.cc
Martin Takac
@TakacMartin
Oct 6, 2025
Our paper introduces the first Quasi-Newton method with global convergence as fast as - and even faster than - gradient descent! ✅O(1/k) global rate ⚡Accelerated version: O(1/k²) 🧠Adaptive, cubic regularization for stability & speed Quasi-Newton finally catches up with theory.
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Martin Takac
@TakacMartin
Sep 19, 2025
🎉 Accepted to #NeurIPS2025 (Benchmark Track)! SVRPBench: a realistic benchmark for stochastic VRP—traffic peaks, log-normal delays, accidents, and real time windows—across 500+ urban-scale instances. Learn more: arxiv.org/abs/2505.21887 #MBZUAI #VRP #OR
arxiv.org
SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem
Robust routing under uncertainty is central to real-world logistics, yet most benchmarks assume static, idealized settings. We present SVRPBench, the first open benchmark to capture high-fidelity...
Martin Takac
@TakacMartin
Sep 14, 2025
🚀 AI4OPT Challenge! Build an agentic AI that reads, experiments, and writes a mini-paper. Tweak the pipeline. Beat the baselines. Win an award. Check: ai4opt.fmin.xyz #AgenticAI #ML #Optimization #LLM #MBZUAI #ICOMP

Martin Takac

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