Alexander Terenin - on the faculty job market
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avt.im
Alexander Terenin - on the faculty job market
@avt.im
Decision-making under uncertainty, machine learning theory, artificial intelligence · anti-ideological · Assistant Research Professor, Cornell

https://avt.im/ · https://scholar.google.com/citations?user=EGKYdiwAAAAJ&sortby=pubdate
Today, I gave a talk at the INFORMS Job Market Showcase!

If you're interested, here are the slides - link below!

presentations.avt.im/2025-10-26-A...
October 26, 2025 at 8:16 PM
Paper update: our recent work on Thompson sampling has a shiny new - and I hope much better - name!

This new name does much better job of emphasizing what we actually do.

Joint work with Jeff Negrea. Thread below!
September 29, 2025 at 7:55 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Noémie Jaquier (KTH Royal Institute of Technology)
On Riemannian Latent Variable Models and Pullback Metrics

Livestream link: www.youtube.com/watch?v=61Be...
June 2, 2025 at 4:06 PM
We've got a major update to our preprint on adversarial regret guarantees for Thompson sampling!

As before, I think this is one of the most important projects I've worked on due to new algorithmic primitives that it - in principle - unlocks.

Thread below on what's new!
May 30, 2025 at 5:42 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Noémie Jaquier (KTH Royal Institute of Technology)
On Riemannian Latent Variable Models and Pullback Metrics

Sign-up link: gp-seminar-series.github.io
May 29, 2025 at 7:09 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Marvin Pförtner (University of Tübingen)
Computation-Aware Kalman Filtering and Smoothing

YouTube livestream: www.youtube.com/watch?v=0tG2...
May 26, 2025 at 4:12 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Marvin Pförtner (University of Tübingen)
Computation-Aware Kalman Filtering and Smoothing

Sign-up link: gp-seminar-series.github.io
May 23, 2025 at 5:37 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Yingzhen Li (Imperial College London)
On "Modernising" Sparse Gaussian Processes

YouTube livestream: www.youtube.com/watch?v=VbGW...
May 19, 2025 at 4:10 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Yingzhen Li (Imperial College London)
On Modernising Sparse Gaussian Processes

Sign-up link below!
May 14, 2025 at 3:12 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Sebastian Ament (Meta)
Unexpected Improvements to Expected Improvement for Bayesian Optimization

YouTube livestream: www.youtube.com/watch?v=B71O...
May 12, 2025 at 4:08 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Sebastian Ament (Meta)
Unexpected Improvements to Expected Improvement for Bayesian Optimization

Sign-up link: gp-seminar-series.github.io
May 7, 2025 at 6:11 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Paul Jensen (University of Michigan)
Exploring phenotypes and genotypes with a robot scientist

YouTube livestream: www.youtube.com/watch?v=UJQ2...
May 5, 2025 at 4:11 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Paul Jensen (University of Michigan)
Exploring phenotypes and genotypes with a robot scientist

Sign-up link below!

gp-seminar-series.github.io
May 1, 2025 at 7:13 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Qian Xie (Cornell University)
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index

www.youtube.com/watch?v=T2IT...
gp-seminar-series.github.io
April 14, 2025 at 5:17 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Qian Xie (Cornell)
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index

Sign-up link here: gp-seminar-series.github.io
April 9, 2025 at 9:38 PM
This week’s virtual seminar on Bayesian Decision-making and Uncertainty is happening now!

Frank Hutter (University of Freiburg)
Accurate predictions on small data (and time series) with the tabular foundation model TabPFN

YouTube: www.youtube.com/watch?v=SOXK...

gp-seminar-series.github.io
April 7, 2025 at 4:15 PM
We’d like to announce next week’s virtual seminar on Bayesian Decision-making and Uncertainty!

Frank Hutter · University of Freiburg
Accurate predictions on small data (and time series) with the tabular foundation model TabPFN

Sign-up link below!

gp-seminar-series.github.io
April 2, 2025 at 9:33 PM
At the NeurIPS optimization workshop. In my opinion, the “most creative poster design” award should go to these folks:
December 15, 2024 at 6:49 PM
The NeurIPS Workshop on Bayesian Decision-making and Uncertainty has started - our first talk is by @mvdw.bsky.social!

Join us at East Meeting Room 8, 15, or online!
December 14, 2024 at 5:45 PM
We've updated the schedule for the NeurIPS Workshop for Bayesian Decision-making and Uncertainty - it now includes all the talk titles!

Check it out! Looking forward to seeing everyone on Saturday!

gp-seminar-series.github.io/neurips-2024/
December 11, 2024 at 10:37 PM
Technical content time!

Our two-part foundational series of papers on stationary kernels and Gaussian processes on Lie groups and homogeneous spaces is now published at JMLR!

If you want to know the geometric roots of phenomena in kernels and Fourier features - with pretty pictures - check it out!
November 14, 2024 at 1:38 AM
ML theory/methods folks: have you found ChatGPT useful as a substitute for Google search for technical questions in cases where Google doesn't give the answer?

It has not worked well for me. Example below.

Please reply if it has worked for you, with what you did so I can learn!
November 10, 2024 at 5:55 PM