Manuel Gomez Rodriguez
Latest News
Our papers "Improving Expert Predictions
with Conformal Prediction" (with L. Straitouri, L. Wang and N. Okati) and "On the
Within-Group Discrimination of Screening Classifiers" (with N. Okati and S.
Tsirtsis) have been accepted at ICML 2023! (25.04.23)
Consider submitting to the ICML workshop on Counterfactuals in
Minds and Machines I am co-organizing! Deadline is May 26! (14.04.23)
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! (16.02.23)
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)
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!
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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
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