Frederic Koehler
26 papers · 2016–2026 · 4 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 9 separate collaboration groups - the largest holds only 27% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Frederic Koehler?
4 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Elchanan Mossel, Vishesh Jain, Jingbo Liu
4 papers
· 2018–2022
· COLT, NeurIPS
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Reconstruction on Trees and Low-Degree Polynomials
NeurIPS 2022
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation
COLT 2019
The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity
COLT 2018
The Vertex Sample Complexity of Free Energy is Polynomial
COLT 2018
5 papers whose co-authors appear nowhere else under this name
Overlap Analysis of the Shortest Path Problem: Local Search, Landscapes, and Franz-Parisi Potential
COLT 2026
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
ICML 2024
Multidimensional Scaling: Approximation and Complexity
ICML 2021
From Boltzmann Machines to Neural Networks and Back Again
NeurIPS 2020
Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay
NeurIPS 2019