Manuel Gomez Rodriguez
 |
Manuel Gomez Rodriguez, Ph.D. ( |
Latest News
I have created a presentation on "Improving Decision Support with Machine Learning, Provably". It summarizes one of my recent lines of work where I see tons of opportunities for future work! (30.11.22)
Our paper "Counterfactual Temporal Point Processes" (with K. Noorbakhsh) has been accepted at NeurIPS 2022! (14.09.22)
Our paper "Learning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes" (with V. Balazadeh, A. De and A. Singla) has been accepted at TMLR! (14.07.22)
Our paper "Counterfactual Inference of Second Opinions" (with N. Corvelo Benz) has been accepted at UAI 2022! (16.05.22)
Our paper "Improving Screening Processes via Calibrated Subset Selection" (with L. Wang and T. Joachims) has been accepted at ICML 2022! (15.05.22)
Our paper "Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots" (with L. Lorch, H. Kremer, W. Trouleau, S. Tsirtsis, A. Szanto and B. Schoelkopf) has been accepted at ACM Transactions on Spatial Algorithms and Systems (TSAS)! (05.04.22)
Our paper "Listening to Bluetooth Beacons for Epidemic Risk Mitigation" (with G. Barthe, R. De Viti, P. Druschel, D. Garg, P. Ingo, H. Kremer, M. Lentz, L. Lorch, A. Mehta and B. Schoelkopf) has been accepted at Nature Scientific Reports! (22.03.22)
Our paper "Pooled Testing of Traced Contacts Under Superspreading Dynamics" (with S. Tsirtsis, A. De and L. Lorch) has been accepted at PLOS Computational Biology! (10.03.22)
We have released new preprints on "Provably Improving Expert Predictions with Conformal Prediction" (with E. Straitouri, L. Wang, N. Okati) and "Improving Screening Processes via Calibrated Subset Selection" (with L. Wang and T. Joachims)! (03.02.22)
I have received an ERC Starting Grant on Human-Centric Machine Learning and I am looking for interns, phd students and postdocs! Drop me an e-mail for informal inquiries!
Contact
mail: manuel[at]mpi-sws.org
voice: +49 (631) 9303-8301
office (mpi): MPI-SWS, Paul-Ehrlich-Strasse, Building G26, D-67663 Kaiserslautern,
Germany