Sebastian Pokutta
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spokutta.bsky.social
Sebastian Pokutta
@spokutta.bsky.social
Artificial Intelligence, Optimization, and Machine Learning. Prof @TUBerlin, Vice President @ZuseInstitute

Home: https://www.pokutta.com
Lab: https://iol.zib.de
SCIP Optimization Suite 10.0 is out 🎉

→ Numerically exact solving mode for rational MILPs
→ 9-20% faster on hard MINLPs
→ IIS detection for debugging infeasible models
→ Better symmetry handling
... and many more

For full details see:
www.pokutta.com/blog/resear...

#optimization
SCIP Optimization Suite 10.0: Exact Solving, Better Decompositions, and a More Productive Ecosystem
TL;DR: SCIP Optimization Suite 10.0 brings a numerically exact solving mode for rational MILPs, noticeable performance gains for MILP/MINLP, stronger presolving and symmetry handling, better heuristics and conflict analysis, IIS detection, and major updates to GCG, PaPILO, PySCIPOpt, and MIP-DD.
www.pokutta.com
December 5, 2025 at 11:27 AM
Our book on conditional gradients and Frank-Wolfe methods with Gábor Braun, @ACarderera, @CyrilleCmbt, Hamed Hassani, @aminkarbasi and Aryan Mokhtari just appeared in the MOS-SIAM Series on Optimization #ml #optimization #ai

epubs.siam.org/doi/book/10...
October 1, 2025 at 8:24 PM
New blog post: committing to secrets via hashing - a short, first-principles introduction #crypto #hashing

=> www.pokutta.com/blog/hashed...
September 29, 2025 at 11:47 PM