Martin Mladenov

PhD student, CS Department, TU Dortmund University, Germany, TU Dortmund

Research Scientist, Google

Joined

April 2018

Names

Martin Mladenov

Emails

****@google.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

CS Department, TU Dortmund University, Germany, TU Dortmund (cs.tu-dortmund.de)

Present

Research Scientist

Google (google.com)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

Kristian Kersting

Present

Expertise

variational inference in graphical models

Present

partially observed RL

2016 – Present

multi-agent systems

2016 – Present

lifted inference

2012 – 2016

Publications

Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies
ChihWei Hsu, Martin Mladenov, Ofer Meshi, Li Yang, Craig Boutilier
- SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval
- Readers: Everyone
Demystifying Embedding Spaces using Large Language Models
Guy Tennenholtz, Yinlam Chow, ChihWei Hsu, Jihwan Jeong, Lior Shani, Azamat Tulepbergenov, Deepak Ramachandran, Martin Mladenov, Craig Boutilier
- ICLR 2024 poster
- Readers: Everyone
pyRDDLGym: From RDDL to Gym Environments
Ayal Taitler, Michael Gimelfarb, Jihwan Jeong, Sriram Gopalakrishnan, Martin Mladenov, Xiaotian Liu, Scott Sanner
- PRL
- Readers: Everyone
Reinforcement Learning with History Dependent Dynamic Contexts
Guy Tennenholtz, Nadav Merlis, Lior Shani, Martin Mladenov, Craig Boutilier
- ICML 2023 Poster
- Readers: Everyone
Efficient Symbolic Integration for Probabilistic Inference
Samuel Kolb, Martin Mladenov, Scott Sanner, Vaishak Belle, Kristian Kersting
- 2018 (modified: 02 Mar 2020)
- IJCAI 2018
- Readers: Everyone
Planning and Learning with Stochastic Action Sets
Craig Boutilier, Alon Cohen, Avinatan Hassidim, Yishay Mansour, Ofer Meshi, Martin Mladenov, Dale Schuurmans
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
The Symbolic Interior Point Method
Martin Mladenov, Vaishak Belle, Kristian Kersting
- 2017 (modified: 16 Jul 2019)
- AAAI 2017
- Readers: Everyone
Lifted Inference for Convex Quadratic Programs
Martin Mladenov, Leonard Kleinhans, Kristian Kersting
- 2017 (modified: 02 Mar 2020)
- AAAI 2017
- Readers: Everyone
Logistic Markov Decision Processes
Martin Mladenov, Craig Boutilier, Dale Schuurmans, Ofer Meshi, Gal Elidan, Tyler Lu
- 2017 (modified: 10 Nov 2022)
- IJCAI 2017
- Readers: Everyone
RELOOP: A Python-Embedded Declarative Language for Relational Optimization
Martin Mladenov, Danny Heinrich, Leonard Kleinhans, Felix Gonsior, Kristian Kersting
- 2016 (modified: 02 Mar 2020)
- AAAI Workshop: Declarative Learning Based Programming 2016
- Readers: Everyone

View all 15 publications

Co-Authors

View all 33 co-authors