Shreeram Murali
@shreerambles.bsky.social
PhD student; research themes: machine learning theory, computational statistics, autonomous control. he/him
Finnish Center of Artificial Intelligence, Aalto University 🇫🇮
https://shreeram-murali.github.io/
Finnish Center of Artificial Intelligence, Aalto University 🇫🇮
https://shreeram-murali.github.io/
Reposted by Shreeram Murali
"Bayesian" means "from the Bay Area".
September 5, 2026 at 4:22 PM
"Bayesian" means "from the Bay Area".
The preprint of our paper “Computationally lightweight classifiers with frequentist bounds on predictions” is up on arXiv: arxiv.org/abs/2603.22128
This work was accepted to AISTATS 2026. See you in Tangier, Morocco! 🇲🇦
This work was accepted to AISTATS 2026. See you in Tangier, Morocco! 🇲🇦
Computationally lightweight classifiers with frequentist bounds on predictions
While both classical and neural network classifiers can achieve high accuracy, they fall short on offering uncertainty bounds on their predictions, making them unfit for safety-critical applications. ...
arxiv.org
March 25, 2026 at 12:21 PM
The preprint of our paper “Computationally lightweight classifiers with frequentist bounds on predictions” is up on arXiv: arxiv.org/abs/2603.22128
This work was accepted to AISTATS 2026. See you in Tangier, Morocco! 🇲🇦
This work was accepted to AISTATS 2026. See you in Tangier, Morocco! 🇲🇦
Reposted by Shreeram Murali
I am happy to announce that the Workshop on Emerging Trends in Automatic Control will take place at Aalto University on Sept 26.
Speakers include Lihua Xie, Karl H. Johansson, Jonathan How, Andrea Serrani, Carolyn L. Beck, and others.
#ControlTheory #AutomaticControl #AaltoUniversity #IEEE
Speakers include Lihua Xie, Karl H. Johansson, Jonathan How, Andrea Serrani, Carolyn L. Beck, and others.
#ControlTheory #AutomaticControl #AaltoUniversity #IEEE
September 8, 2025 at 12:32 PM
I am happy to announce that the Workshop on Emerging Trends in Automatic Control will take place at Aalto University on Sept 26.
Speakers include Lihua Xie, Karl H. Johansson, Jonathan How, Andrea Serrani, Carolyn L. Beck, and others.
#ControlTheory #AutomaticControl #AaltoUniversity #IEEE
Speakers include Lihua Xie, Karl H. Johansson, Jonathan How, Andrea Serrani, Carolyn L. Beck, and others.
#ControlTheory #AutomaticControl #AaltoUniversity #IEEE