Theodoros Damoulas
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
13
Active years
2008–2025
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets. | Charita Dellaporta, Patrick O'Hara, Theodoros Damoulas |
| 2025 | ICML | Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework. | Terje Mildner, Oliver Hamelijnck, Paris Giampouras, Theodoros Damoulas |
| 2024 | UAI | Causally Abstracted Multi-armed Bandits. | Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael J. Wooldridge, Theodoros Damoulas |
| 2023 | AISTATS | Causal Entropy Optimization. | Nicola Branchini, Virginia Aglietti, Neil Dhir, Theodoros Damoulas |
| 2023 | IJCAI | Quantifying Consistency and Information Loss for Causal Abstraction Learning. | Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas |
| 2022 | AISTATS | Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap. | Charita Dellaporta, Jeremias Knoblauch, Theodoros Damoulas, Franois-Xavier Briol |
| 2021 | AISTATS | Probabilistic Sequential Matrix Factorization. | mer Deniz Akyildiz, Gerrit J. J. van den Burg, Theodoros Damoulas, Mark F. J. Steel |
| 2021 | AISTATS | Distribution Regression for Sequential Data. | Maud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons |
| 2021 | AISTATS | Transforming Gaussian Processes With Normalizing Flows. | Juan Maroas, Oliver Hamelijnck, Jeremias Knoblauch, Theodoros Damoulas |
| 2021 | ICML | SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data. | Maud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons |
| 2020 | ICML | Non-separable Non-stationary random fields. | Kangrui Wang, Oliver Hamelijnck, Theodoros Damoulas, Mark F. J. Steel |
| 2019 | AISTATS | Efficient Inference in Multi-task Cox Process Models. | Virginia Aglietti, Theodoros Damoulas, Edwin V. Bonilla |
| 2018 | ICML | Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection. | Jeremias Knoblauch, Theodoros Damoulas |
| 2017 | HiPC | Enabling Dependability-Driven Resource Use and Message Log-Analysis for Cluster System Diagnosis. | Edward Chuah, Arshad Jhumka, Samantha Alt, Theodoros Damoulas, Nentawe Gurumdimma, Marie-Christine Sawley, William L. Barth, Tommy Minyard, James C. Browne |
| 2016 | COLING | Combining Heterogeneous User Generated Data to Sense Well-being. | Adam Tsakalidis, Maria Liakata, Theodoros Damoulas, Brigitte Jellinek, Weisi Guo, Alexandra I. Cristea |
| 2016 | SIGMOD | Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets. | Fernando Chirigati, Harish Doraiswamy, Theodoros Damoulas, Juliana Freire |
| 2015 | AAAI | Mining 911 Calls in New York City: Temporal Patterns, Detection, and Forecasting. | Alex Chohlas-Wood, Aliya Merali, Warren Reed, Theodoros Damoulas |
| 2015 | AAAI | Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa. | Stefano Ermon, Yexiang Xue, Russell Toth, Bistra Dilkina, Richard Bernstein, Theodoros Damoulas, Patrick E. Clark, Steve DeGloria, Andrew Mude, Christopher Barrett, Carla P. Gomes |
| 2014 | ICPR | String Kernels for Complex Time-Series: Counting Targets from Sensed Movement. | Theodoros Damoulas, Jin He, Richard Bernstein, Carla P. Gomes, Anish Arora |
| 2013 | AAAI | Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data. | Daniel Fink, Theodoros Damoulas, Jaimin Dave |
| 2013 | HCOMP | Improving Your Chances: Boosting Citizen Science Discovery. | Yexiang Xue, Bistra Dilkina, Theodoros Damoulas, Daniel Fink, Carla P. Gomes, Steve Kelling |
| 2012 | IAAI | eBird: A Human/Computer Learning Network for Biodiversity Conservation and Research. | Steve Kelling, Jeff Gerbracht, Daniel Fink, Carl Lagoze, Weng-Keen Wong, Jun Yu, Theodoros Damoulas, Carla P. Gomes |
| 2011 | CP | Constraint Reasoning and Kernel Clustering for Pattern Decomposition with Scaling. | Ronan LeBras, Theodoros Damoulas, John M. Gregoire, Ashish Sabharwal, Carla P. Gomes, R. Bruce van Dover |
| 2010 | ICMLA | Bayesian Classification of Flight Calls with a Novel Dynamic Time Warping Kernel. | Theodoros Damoulas, Samuel Henry, Andrew Farnsworth, Michael Lanzone, Carla P. Gomes |
| 2008 | ICMLA | Inferring Sparse Kernel Combinations and Relevance Vectors: An Application to Subcellular Localization of Proteins. | Theodoros Damoulas, Yiming Ying, Mark A. Girolami, Colin Campbell |