Deniz Akyildiz
@odakyildiz.bsky.social
📤 23
📥 28
📝 9
assist prof of stats at Imperial College London
https://odakyildiz.com
reposted by
Deniz Akyildiz
Adam Johansen
about 1 month ago
Two assistant prof. vacancies at Warwick Statistics:
warwick-careers.tal.net/vx/appcentre...
(deadline 25 January 2025 at 11:55pm). CSML applications very welcome!
loading . . .
Assistant Professor x2 (104176-1125) - University of Warwick
Title: Assistant Professor x2 (104176-1125). Application Deadline: . Position Type: Permanent
https://warwick-careers.tal.net/vx/appcentre-ext/brand-4/spa-1/candidate/so/pm/1/pl/3/opp/3511-Assistant-Professor-x2-104176-1125/en-GB
0
5
4
reposted by
Deniz Akyildiz
Department of Mathematics
3 months ago
Applications are invited for Chapman Fellow in Mathematics (Statistics Section) at the Department of Mathematics. Closing date: 11 November 2025
www.imperial.ac.uk/jobs//search...
0
0
4
reposted by
Deniz Akyildiz
Robin Ryder
3 months ago
We are hiring! We are inviting applications for the Chapman Fellowship in Statistics at Imperial College London. This is a kind of super-postdoc: 3 years contract, excellent working conditions, and candidates are expected to propose an independent research plan.
www.imperial.ac.uk/jobs//search...
loading . . .
Imperial College London Authentication - Stale Request
https://www.imperial.ac.uk/jobs//search-internal/description/index.php?jobId=25627
1
7
4
reposted by
Deniz Akyildiz
uai2026
5 months ago
congratulations to Paula Cordero Encinar, Francesca Romana Crucinio and O. Deniz Akyildiz (
@odakyildiz.bsky.social
) for winning the 🏆 Best Student Paper Award 🏆 at
#UAI2025
with "Proximal Interacting Particle Langevin Algorithms" 👉
openreview.net/forum?id=rTq...
1
11
4
reposted by
Deniz Akyildiz
Alex Thiery
7 months ago
Here's how the gradient flow for minimizing KL(pi, target) looks under the Fisher-Rao metric. I thought some probability mass would be disappearing on the left and appearing on the right (i.e. teleportation), like a geodesic under the same metric, but I was very wrong... What's the right intuition?
loading . . .
4
24
6
reposted by
Deniz Akyildiz
Adam Johansen
7 months ago
If anyone missed the RSS Gradient Flow workshop back in March, videos are now available...
add a skeleton here at some point
0
0
1
reposted by
Deniz Akyildiz
arxiv stat.ML
7 months ago
Tim Y. J. Wang, Juan Kuntz, O. Deniz Akyildiz Training Latent Diffusion Models with Interacting Particle Algorithms
https://arxiv.org/abs/2505.12412
0
2
2
reposted by
Deniz Akyildiz
Adam Johansen
10 months ago
This afternoon I was privileged to examine Alex Glyn-Davies, who produced a great thesis on aspects of physics-informed inference for DE models (
arxiv.org/abs/2209.15609
,
arxiv.org/abs/2409.07101
and
arxiv.org/abs/2409.06560
) and some anomaly detection for good measure
doi.org/10.1016/j.pa...
.
loading . . .
$Φ$-DVAE: Physics-Informed Dynamical Variational Autoencoders for Unstructured Data Assimilation
Incorporating unstructured data into physical models is a challenging problem that is emerging in data assimilation. Traditional approaches focus on well-defined observation operators whose functional...
https://arxiv.org/abs/2209.15609
0
5
2
reposted by
Deniz Akyildiz
Adam Johansen
10 months ago
If anyone is thinking of registering for this, I understand that there are still some spaces available, but the room this event is taking place in has a limited capacity which is likely to be reached... so to avoid disappointment it would be safer to register sooner rather than later ;-).
add a skeleton here at some point
0
1
1
Very happy to announce the 2nd RSS/Turing Workshop on Gradient Flows for Sampling, Inference, and Learning to take place on 24th of March, 2025! Registration is open now:
tinyurl.com/rss-turing-g...
Please see the webpage for topics and speakers. Hope to see you all there!
10 months ago
0
4
0
reposted by
Deniz Akyildiz
Adam Johansen
11 months ago
Registration is now open for the 2nd RSS/Turing Workshop on Gradient Flows for Sampling, Inference, and Learning at
rss.org.uk/training-eve...
. Date: Monday 24 March 2025, 10.00AM - 5.00PM Location: The Alan Turing Institute
loading . . .
2nd RSS/Turing Workshop on Gradient Flows for Sampling, Inference, and Learning
https://rss.org.uk/training-events/events/events-2025/section-groups/2nd-rss-turing-workshop-on-gradient-flows-for-samp/#eventoverview
3
12
8
reposted by
Deniz Akyildiz
Gabriel Peyré
11 months ago
This review paper by
@guillaume-garrigos.com
on SGD-related algorithms is a fantastic resource, offering elegant, self-contained, and concise proofs in a single, accessible reference.
arxiv.org/pdf/2301.11235
1
190
39
reposted by
Deniz Akyildiz
arxiv stat.ML
about 1 year ago
O. Deniz Akyildiz, Pierre Del Moral, Joaqu\'in Miguez Gaussian entropic optimal transport: Schr\"odinger bridges and the Sinkhorn algorithm
https://arxiv.org/abs/2412.18432
0
8
6
reposted by
Deniz Akyildiz
Sam Power
about 1 year ago
Splendid stuff; very digestible and usable:
arxiv.org/abs/2412.05239
'Conditions for uniform in time convergence: applications to averaging, numerical discretisations, and mean-field systems' - Katharina Schuh, Iain Souttar
1
12
6
you reached the end!!
feeds!
log in