Julian Rodemann
@jurodemann.bsky.social
http://www.julian-rodemann.de | PhD student in statistics @LMU_Muenchen | currently @HarvardStats
🎉 Honored to receive the IJAR Young Researcher Award (🥈)
The award is given to researchers who demonstrate excellence at an early stage of their scientific careers, sponsored by the International Journal of Approximate Reasoning (IJAR).
isipta25.sipta.org/awards
The award is given to researchers who demonstrate excellence at an early stage of their scientific careers, sponsored by the International Journal of Approximate Reasoning (IJAR).
isipta25.sipta.org/awards
July 24, 2025 at 7:21 AM
🎉 Honored to receive the IJAR Young Researcher Award (🥈)
The award is given to researchers who demonstrate excellence at an early stage of their scientific careers, sponsored by the International Journal of Approximate Reasoning (IJAR).
isipta25.sipta.org/awards
The award is given to researchers who demonstrate excellence at an early stage of their scientific careers, sponsored by the International Journal of Approximate Reasoning (IJAR).
isipta25.sipta.org/awards
Glad to share this paper was accepted at @ecmlpkdd.org !
We show interpreting BayesOpt helps personalize soft exosuits (see picture)
Great collaboation w/ Fede Croppi, @giuseppe88.bsky.social et al.
@lmumuenchen.bsky.social @munichcenterml.bsky.social
@harvard.edu @wyssinstitute.bsky.social
We show interpreting BayesOpt helps personalize soft exosuits (see picture)
Great collaboation w/ Fede Croppi, @giuseppe88.bsky.social et al.
@lmumuenchen.bsky.social @munichcenterml.bsky.social
@harvard.edu @wyssinstitute.bsky.social
June 10, 2025 at 12:59 PM
Glad to share this paper was accepted at @ecmlpkdd.org !
We show interpreting BayesOpt helps personalize soft exosuits (see picture)
Great collaboation w/ Fede Croppi, @giuseppe88.bsky.social et al.
@lmumuenchen.bsky.social @munichcenterml.bsky.social
@harvard.edu @wyssinstitute.bsky.social
We show interpreting BayesOpt helps personalize soft exosuits (see picture)
Great collaboation w/ Fede Croppi, @giuseppe88.bsky.social et al.
@lmumuenchen.bsky.social @munichcenterml.bsky.social
@harvard.edu @wyssinstitute.bsky.social
Reposted by Julian Rodemann
Getting coverage guarantees over functional surrogate models? This is what A. Gray and V. Gopakumar (they did the heavy lifting) have done using conformal predictions and zonotopes over reduced dimensions.
It will be present at UAI 2025 (@auai.org), but a preview is here: arxiv.org/abs/2501.18426.
It will be present at UAI 2025 (@auai.org), but a preview is here: arxiv.org/abs/2501.18426.
Guaranteed confidence-band enclosures for PDE surrogates
We propose a method for obtaining statistically guaranteed confidence bands for functional machine learning techniques: surrogate models which map between function spaces, motivated by the need build ...
arxiv.org
May 7, 2025 at 2:56 PM
Getting coverage guarantees over functional surrogate models? This is what A. Gray and V. Gopakumar (they did the heavy lifting) have done using conformal predictions and zonotopes over reduced dimensions.
It will be present at UAI 2025 (@auai.org), but a preview is here: arxiv.org/abs/2501.18426.
It will be present at UAI 2025 (@auai.org), but a preview is here: arxiv.org/abs/2501.18426.
Reposted by Julian Rodemann
In case you are interested in very recent advances of learning under imprecision with probability sets, you can check out the recent and fantastic SIPTA virtual talk by @krikamol.bsky.social, now on youtube: www.youtube.com/watch?v=gGPF...
SIPTA Seminar by Krikamol Muandet: Imprecise generalisation
YouTube video by Imprecise Probabilities Channel of SIPTA
www.youtube.com
April 26, 2025 at 8:32 AM
In case you are interested in very recent advances of learning under imprecision with probability sets, you can check out the recent and fantastic SIPTA virtual talk by @krikamol.bsky.social, now on youtube: www.youtube.com/watch?v=gGPF...
Reposted by Julian Rodemann
Helen Alber's DAGStat 2025 talk yesterday showed how LLMs streamline sentence classification and how to fix their mistakes.
💡 The solution? A two-step approach: LLMs pre-classify, experts refine, and Sim-SIMEX corrects errors, boosting efficiency and handling imbalanced data as well as MC-SIMEX.
💡 The solution? A two-step approach: LLMs pre-classify, experts refine, and Sim-SIMEX corrects errors, boosting efficiency and handling imbalanced data as well as MC-SIMEX.
March 27, 2025 at 11:48 AM
Helen Alber's DAGStat 2025 talk yesterday showed how LLMs streamline sentence classification and how to fix their mistakes.
💡 The solution? A two-step approach: LLMs pre-classify, experts refine, and Sim-SIMEX corrects errors, boosting efficiency and handling imbalanced data as well as MC-SIMEX.
💡 The solution? A two-step approach: LLMs pre-classify, experts refine, and Sim-SIMEX corrects errors, boosting efficiency and handling imbalanced data as well as MC-SIMEX.
If you're attending #NeurIPS2024, don't miss our spotlight poster on multicriteria benchmarking TODAY 11am in West Ballroom A-D
Talk: neurips.cc/virtual/2024...
Paper: openreview.net/pdf?id=jXxvS...
Where? West Ballroom A-D #6501
When? Thu 12 Dec 11 a.m. - 2 p.m. local time
#neurips #neurips24
Talk: neurips.cc/virtual/2024...
Paper: openreview.net/pdf?id=jXxvS...
Where? West Ballroom A-D #6501
When? Thu 12 Dec 11 a.m. - 2 p.m. local time
#neurips #neurips24
NeurIPS Poster Statistical Multicriteria Benchmarking via the GSD-FrontNeurIPS 2024
neurips.cc
December 12, 2024 at 4:18 PM
If you're attending #NeurIPS2024, don't miss our spotlight poster on multicriteria benchmarking TODAY 11am in West Ballroom A-D
Talk: neurips.cc/virtual/2024...
Paper: openreview.net/pdf?id=jXxvS...
Where? West Ballroom A-D #6501
When? Thu 12 Dec 11 a.m. - 2 p.m. local time
#neurips #neurips24
Talk: neurips.cc/virtual/2024...
Paper: openreview.net/pdf?id=jXxvS...
Where? West Ballroom A-D #6501
When? Thu 12 Dec 11 a.m. - 2 p.m. local time
#neurips #neurips24
#MachineLearning is all about learning parameters from data, right? Well, not quite…
🤸♂️Actually, it sometimes works the other way around.
🤔Curious how?
👉Check out our poster on reciprocal learning: neurips.cc/virtual/2024...
@neuripsconf.bsky.social #NeurIPS2024 #NeurIPS
🤸♂️Actually, it sometimes works the other way around.
🤔Curious how?
👉Check out our poster on reciprocal learning: neurips.cc/virtual/2024...
@neuripsconf.bsky.social #NeurIPS2024 #NeurIPS
December 12, 2024 at 3:09 PM
#MachineLearning is all about learning parameters from data, right? Well, not quite…
🤸♂️Actually, it sometimes works the other way around.
🤔Curious how?
👉Check out our poster on reciprocal learning: neurips.cc/virtual/2024...
@neuripsconf.bsky.social #NeurIPS2024 #NeurIPS
🤸♂️Actually, it sometimes works the other way around.
🤔Curious how?
👉Check out our poster on reciprocal learning: neurips.cc/virtual/2024...
@neuripsconf.bsky.social #NeurIPS2024 #NeurIPS