| 2025 | ICML | Hierarchical Reinforcement Learning with Targeted Causal Interventions. | Mohammadsadegh Khorasani, Saber Salehkaleybar, Negar Kiyavash, Matthias Grossglauser |
| 2025 | ICML | Recommendations with Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization. | Suryanarayana Sankagiri, Jalal Etesami, Matthias Grossglauser |
| 2025 | UAI | Measuring IIA Violations in Similarity Choices with Bayesian Models. | Hugo Sales Correa, Suryanarayana Sankagiri, Daniel R. Figueiredo, Matthias Grossglauser |
| 2025 | UAI | Efficiently Escaping Saddle Points for Policy Optimization. | Mohammadsadegh Khorasani, Saber Salehkaleybar, Negar Kiyavash, Niao He, Matthias Grossglauser |
| 2024 | COLT | Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models. | Maximilien Dreveton, Alperen Gzeten, Matthias Grossglauser, Patrick Thiran |
| 2024 | EACL | It's All Relative: Learning Interpretable Models for Scoring Subjective Bias in Documents from Pairwise Comparisons. | Aswin Suresh, Chi-Hsuan Wu, Matthias Grossglauser |
| 2024 | NAACL | Discovering Lobby-Parliamentarian Alignments through NLP. | Aswin Suresh, Lazar Radojevic, Francesco Salvi, Antoine Magron, Victor Kristof, Matthias Grossglauser |
| 2024 | UAI | Fast Interactive Search under a Scale-Free Comparison Oracle. | Daniyar Chumbalov, Lars Klein, Lucas Maystre, Matthias Grossglauser |
| 2021 | AISTATS | A Variational Inference Approach to Learning Multivariate Wold Processes. | Jalal Etesami, William Trouleau, Negar Kiyavash, Matthias Grossglauser, Patrick Thiran |
| 2021 | ICML | Cumulants of Hawkes Processes are Robust to Observation Noise. | William Trouleau, Jalal Etesami, Matthias Grossglauser, Negar Kiyavash, Patrick Thiran |
| 2021 | WWW | War of Words II: Enriched Models of Law-Making Processes. | Victor Kristof, Aswin Suresh, Matthias Grossglauser, Patrick Thiran |
| 2020 | ICML | Scalable and Efficient Comparison-based Search without Features. | Daniyar Chumbalov, Lucas Maystre, Matthias Grossglauser |
| 2020 | KDD | Sub-Matrix Factorization for Real-Time Vote Prediction. | Alexander Immer, Victor Kristof, Matthias Grossglauser, Patrick Thiran |
| 2020 | WWW | War of Words: The Competitive Dynamics of Legislative Processes. | Victor Kristof, Matthias Grossglauser, Patrick Thiran |
| 2019 | ICLR | Reproducing Meta-learning with differentiable closed-form solvers. | Arnout Devos, Sylvain Chatel, Matthias Grossglauser |
| 2019 | ICML | Learning Hawkes Processes Under Synchronization Noise. | William Trouleau, Jalal Etesami, Matthias Grossglauser, Negar Kiyavash, Patrick Thiran |
| 2019 | KDD | Pairwise Comparisons with Flexible Time-Dynamics. | Lucas Maystre, Victor Kristof, Matthias Grossglauser |
| 2019 | SIGMETRICS | Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rnyi Graphs. | Osman Emre Dai, Daniel Cullina, Negar Kiyavash, Matthias Grossglauser |
| 2018 | KDD | Can Who-Edits-What Predict Edit Survival? | Ali Batuhan Yardim, Victor Kristof, Lucas Maystre, Matthias Grossglauser |
| 2017 | ICML | Just Sort It! A Simple and Effective Approach to Active Preference Learning. | Lucas Maystre, Matthias Grossglauser |
| 2017 | ICML | ChoiceRank: Identifying Preferences from Node Traffic in Networks. | Lucas Maystre, Matthias Grossglauser |
| 2016 | ACML | Collaborative Recurrent Neural Networks for Dynamic Recommender Systems. | Young-Jun Ko, Lucas Maystre, Matthias Grossglauser |
| 2016 | DSAA | Online Collaborative Prediction of Regional Vote Results. | Vincent Etter, Mohammad Emtiyaz Khan, Matthias Grossglauser, Patrick Thiran |
| 2016 | SDM | Uncovering Latent Behaviors in Ant Colonies. | Mohamed Kafsi, Raphal Braunschweig, Danielle Mersch, Matthias Grossglauser, Laurent Keller, Patrick Thiran |
| 2015 | ICDM | Traveling Salesman in Reverse: Conditional Markov Entropy for Trajectory Segmentation. | Mohamed Kafsi, Matthias Grossglauser, Patrick Thiran |
| 2013 | ESORICS | Nowhere to Hide: Navigating around Privacy in Online Social Networks. | Mathias Humbert, Thophile Studer, Matthias Grossglauser, Jean-Pierre Hubaux |
| 2011 | KDD | On the privacy of anonymized networks. | Pedram Pedarsani, Matthias Grossglauser |
| 2008 | INFOCOM | Balanced Relay Allocation on Heterogeneous Unstructured Overlays. | Hung Xuan Nguyen, Daniel R. Figueiredo, Matthias Grossglauser, Patrick Thiran |
| 2008 | MOBIHOC | On clustering phenomenon in mobile partitioned networks. | Michal Pirkowski, Natasa Sarafijanovic-Djukic, Matthias Grossglauser |
| 2008 | SIGMETRICS | Densification arising from sampling fixed graphs. | Pedram Pedarsani, Daniel R. Figueiredo, Matthias Grossglauser |
| 2008 | SIGMETRICS | Hierarchical routing over dynamic wireless networks. | Dominique Tschopp, Suhas N. Diggavi, Matthias Grossglauser |
| 2007 | INFOCOM | Robust Geo-Routing on Embeddings of Dynamic Wireless Networks. | Dominique Tschopp, Suhas N. Diggavi, Matthias Grossglauser, Jrg Widmer |
| 2006 | DCOSS | MobiRoute: Routing Towards a Mobile Sink for Improving Lifetime in Sensor Networks. | Jun Luo, Jacques Panchard, Michal Pirkowski, Matthias Grossglauser, Jean-Pierre Hubaux |
| 2006 | EWSN | Constrained Tracking on a Road Network. | Michal Pirkowski, Matthias Grossglauser |
| 2006 | SECON | Island Hopping: Efficient Mobility-Assisted Forwarding in Partitioned Networks. | Natasa Sarafijanovic-Djukic, Michal Pirkowski, Matthias Grossglauser |
| 2004 | INFOCOM | Trajectory Sampling with Unreliable Reporting. | Nick G. Duffield, Matthias Grossglauser |
| 2004 | Networking | Last Encounter Routing under Random Waypoint Mobility. | Natasa Sarafijanovic-Djukic, Matthias Grossglauser |
| 2003 | INFOCOM | Locating Nodes with EASE: Mobility Diffusion of Last Encounters in Ad Hoc Networks. | Matthias Grossglauser, Martin Vetterli |
| 2003 | MOBIHOC | Age matters: efficient route discovery in mobile ad hoc networks using encounter ages. | Henri Dubois-Ferrire, Matthias Grossglauser, Martin Vetterli |
| 2002 | NOMS | Trajectory engine: a backend for trajectory sampling. | Nick G. Duffield, Alexandre Gerber, Matthias Grossglauser |
| 2001 | INFOCOM | Mobility Increases the Capacity of Ad-hoc Wireless Networks. | Matthias Grossglauser, David N. C. Tse |
| 2000 | INFOCOM | On Service Models for Multicast Transmission in Heterogeneous Environments. | Matthias Grossglauser, Jean-Chrysostome Bolot |
| 2000 | SIGCOMM | Trajectory sampling for direct traffic observation. | Nick G. Duffield, Matthias Grossglauser |
| 1999 | INFOCOM | A Time-Scale Decomposition Approach to Measurement-Based Admission Control. | Matthias Grossglauser, David N. C. Tse |
| 1997 | INFOCOM | SEAM: Scalable and Efficient ATM Multicast. | Matthias Grossglauser, K. K. Ramakrishnan |
| 1997 | INFOCOM | Measurement-Based Call Admission Control: Analysis and Simulation. | David N. C. Tse, Matthias Grossglauser |
| 1997 | SIGCOMM | A Framework for Robust Measurement-Based Admission Control. | Matthias Grossglauser, David N. C. Tse |
| 1996 | INFOCOM | Optimal Deterministic Timeouts for Reliable Scalable Multicast. | Matthias Grossglauser |
| 1996 | INFOCOM | On CBR Service. | Matthias Grossglauser, Srinivasan Keshav |
| 1996 | SIGCOMM | On the Relevance of Long-Range Dependence in Network Traffic. | Matthias Grossglauser, Jean-Chrysostome Bolot |
| 1995 | SIGCOMM | RCBR: A Simple and Efficient Service for Multiple Time-Scale Traffic. | Matthias Grossglauser, Srinivasan Keshav, David N. C. Tse |
| 1993 | ICPP | A Scalable Optical Interconnection Network for Fine-Grain Parallel Architectures. | D. Scott Wills, Matthias Grossglauser |