Wolfram Wiesemann
6 papers · 2018–2022 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(6)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Reinforcement Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Methods
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Mathematics
(1)
Keywords
ambiguity set
(4)
distributionally robust optimization
(3)
robust markov decision process
(3)
kullback-leibler divergence
(2)
convex optimization
(2)
bellman update
(2)
policy iteration
(2)
cutting plane method
(1)
nonparametric inference
(1)
transition kernel
(1)
mixed integer linear programming
(1)
homotopy continuation
(1)
likelihood approximation
(1)
simplex projection
(1)
categorical feature
(1)
non-parametric method
(1)
bayesian statistics
(1)
robust bellman operator
(1)
l1 norm
(1)
optimistic likelihood
(1)
Papers
Robust φ-Divergence MDPs
NeurIPS 2022
Wasserstein Logistic Regression with Mixed Features
NeurIPS 2022
Partial Policy Iteration for L1-Robust Markov Decision Processes
JMLR 2021
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization
NeurIPS 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
NeurIPS 2019
Fast Bellman Updates for Robust MDPs
ICML 2018