Maryam Tavakol

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Venues

CoRR

IDA

ECML/PKDD (2)

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Yana Stoyanova, Soroush Ghandi, Maryam Tavakol
Toward Robust Uncertainty Estimation with Random Activation Functions. AAAI (2023)
Mathijs Boezer, Maryam Tavakol, Zahra Sajadi
FastDTI: Drug-Target Interaction Prediction using Multimodality and Transformers. NLDL (2023)
Yana Stoyanova, Soroush Ghandi, Maryam Tavakol
Toward Robust Uncertainty Estimation with Random Activation Functions. CoRR (2023)
Huiyao Wu, Maryam Tavakol
MuseBar: Alleviating Posterior Collapse in Recurrent VAEs Toward Music Generation. IDA (2022)
Pratik Gajane, Akrati Saxena, Maryam Tavakol, George Fletcher, Mykola Pechenizkiy
Survey on Fair Reinforcement Learning: Theory and Practice. CoRR (2022)
Amal Saadallah, Maryam Tavakol, Katharina Morik
An Actor-Critic Ensemble Aggregation Model for Time-Series Forecasting. ICDE (2021)
Hamid Zafar, Maryam Tavakol, Jens Lehmann
Distantly Supervised Question Parsing. ECAI (2020)
Maryam Tavakol
Fair Classification with Counterfactual Learning. SIGIR (2020)
Hamid Zafar, Maryam Tavakol, Jens Lehmann
MDP-based Shallow Parsing in Distantly Supervised QA Systems. CoRR (2019)
Maryam Tavakol, Sebastian Mair, Katharina Morik
HyperUCB: Hyperparameter Optimization Using Contextual Bandits. PKDD/ECML Workshops (1) (2019)
Maryam Tavakol, Tobias Joppen, Ulf Brefeld, Johannes Fürnkranz
Personalized Transaction Kernels for Recommendation Using MCTS. KI (2019)
Radhika Gaonkar, Maryam Tavakol, Ulf Brefeld
MDP-based Itinerary Recommendation using Geo-Tagged Social Media. IDA (2018)
Maryam Tavakol, Ulf Brefeld
A Unified Contextual Bandit Framework for Long- and Short-Term Recommendations. ECML/PKDD (2) (2017)
Maryam Tavakol, Hamid Zafartavanaelmi, Ulf Brefeld
Feature Extraction and Aggregation for Predicting the EURO 2016. MLSA@PKDD/ECML (2016)
Maryam Tavakol, Ulf Brefeld
Factored MDPs for detecting topics of user sessions. RecSys (2014)
Maryam Tavakol, Majid Nili Ahmadabadi, Maryam S. Mirian, Masoud Asadpour
A Distributed Q-Learning Approach for Variable Attention to Multiple Critics. ICONIP (3) (2012)

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Publication Activity (10 Years)

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Maryam Tavakol