Samuel Kaski
@samikaski.bsky.social
Probabilistic machine learning and its applications in AI, health, user interaction.
@ellisinstitute.fi, @ellis.eu, fcai.fi, @aifunmcr.bsky.social
@ellisinstitute.fi, @ellis.eu, fcai.fi, @aifunmcr.bsky.social
Thinking of the next big move at the turn of the year? Here are some in Machine Learning and AI research, for PIs and postdocs:
@ellisinstitute.fi is looking for:
- PIs who will also get a tenure track professorship: DL Jan 12 www.ellisinstitute.fi/PI-recruit-2...
@ellisinstitute.fi is looking for:
- PIs who will also get a tenure track professorship: DL Jan 12 www.ellisinstitute.fi/PI-recruit-2...
December 23, 2025 at 1:42 PM
Thinking of the next big move at the turn of the year? Here are some in Machine Learning and AI research, for PIs and postdocs:
@ellisinstitute.fi is looking for:
- PIs who will also get a tenure track professorship: DL Jan 12 www.ellisinstitute.fi/PI-recruit-2...
@ellisinstitute.fi is looking for:
- PIs who will also get a tenure track professorship: DL Jan 12 www.ellisinstitute.fi/PI-recruit-2...
Reposted by Samuel Kaski
1/ Very happy with this spotlight paper at
@neuripsconf.bsky.social where we continue our "Amortize Everything" agenda.
After the Amortized Conditioning Engine (Chang et al., AISTATS, 2025) which amortizes all sorts of inference tasks, here with ALINE we amortize both inference & design.
@neuripsconf.bsky.social where we continue our "Amortize Everything" agenda.
After the Amortized Conditioning Engine (Chang et al., AISTATS, 2025) which amortizes all sorts of inference tasks, here with ALINE we amortize both inference & design.
We jointly amortize Bayesian inference and active data acquisition within a single architecture.
Excited to share our #NeurIPS2025 ✨Spotlight✨ paper “ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition”!
www.huangdaolang.com/aline/
Excited to share our #NeurIPS2025 ✨Spotlight✨ paper “ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition”!
www.huangdaolang.com/aline/
December 3, 2025 at 5:21 PM
1/ Very happy with this spotlight paper at
@neuripsconf.bsky.social where we continue our "Amortize Everything" agenda.
After the Amortized Conditioning Engine (Chang et al., AISTATS, 2025) which amortizes all sorts of inference tasks, here with ALINE we amortize both inference & design.
@neuripsconf.bsky.social where we continue our "Amortize Everything" agenda.
After the Amortized Conditioning Engine (Chang et al., AISTATS, 2025) which amortizes all sorts of inference tasks, here with ALINE we amortize both inference & design.
Reposted by Samuel Kaski
We jointly amortize Bayesian inference and active data acquisition within a single architecture.
Excited to share our #NeurIPS2025 ✨Spotlight✨ paper “ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition”!
www.huangdaolang.com/aline/
Excited to share our #NeurIPS2025 ✨Spotlight✨ paper “ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition”!
www.huangdaolang.com/aline/
December 3, 2025 at 5:32 AM
We jointly amortize Bayesian inference and active data acquisition within a single architecture.
Excited to share our #NeurIPS2025 ✨Spotlight✨ paper “ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition”!
www.huangdaolang.com/aline/
Excited to share our #NeurIPS2025 ✨Spotlight✨ paper “ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition”!
www.huangdaolang.com/aline/
Reposted by Samuel Kaski
Updated website: sites.google.com/view/amortiz...
Co-organized with Cen-You (Scott) Li, @conorhassan.bsky.social, @desirivanova.bsky.social as well as @samikaski.bsky.social & FCAI
Co-organized with Cen-You (Scott) Li, @conorhassan.bsky.social, @desirivanova.bsky.social as well as @samikaski.bsky.social & FCAI
November 27, 2025 at 12:03 PM
Updated website: sites.google.com/view/amortiz...
Co-organized with Cen-You (Scott) Li, @conorhassan.bsky.social, @desirivanova.bsky.social as well as @samikaski.bsky.social & FCAI
Co-organized with Cen-You (Scott) Li, @conorhassan.bsky.social, @desirivanova.bsky.social as well as @samikaski.bsky.social & FCAI
Reposted by Samuel Kaski
👋 Meet the ELLIS Board!
This episode features @samikaski.bsky.social, Director of the @ellisinstitute.fi 🇫🇮 & Prof at @aalto.fi 🇫🇮 & @manchester.ac.uk 🇬🇧
He answers rapid-fire questions about the future of #AI and recommends this paper: arxiv.org/abs/2506.07259
Watch now 👉 youtu.be/ZP7HuurCDIU
This episode features @samikaski.bsky.social, Director of the @ellisinstitute.fi 🇫🇮 & Prof at @aalto.fi 🇫🇮 & @manchester.ac.uk 🇬🇧
He answers rapid-fire questions about the future of #AI and recommends this paper: arxiv.org/abs/2506.07259
Watch now 👉 youtu.be/ZP7HuurCDIU
Meet the Board: Samuel Kaski (ELLIS Board Member | ELLIS Institute Finland)
YouTube video by ELLIS
youtu.be
November 24, 2025 at 1:12 PM
👋 Meet the ELLIS Board!
This episode features @samikaski.bsky.social, Director of the @ellisinstitute.fi 🇫🇮 & Prof at @aalto.fi 🇫🇮 & @manchester.ac.uk 🇬🇧
He answers rapid-fire questions about the future of #AI and recommends this paper: arxiv.org/abs/2506.07259
Watch now 👉 youtu.be/ZP7HuurCDIU
This episode features @samikaski.bsky.social, Director of the @ellisinstitute.fi 🇫🇮 & Prof at @aalto.fi 🇫🇮 & @manchester.ac.uk 🇬🇧
He answers rapid-fire questions about the future of #AI and recommends this paper: arxiv.org/abs/2506.07259
Watch now 👉 youtu.be/ZP7HuurCDIU
Reposted by Samuel Kaski
Our launch event continues today with the ELLIS Institute Scientific Seminar at @aalto.fi! We'll introduce many of our new faculty, hear some engaging keynotes, and talk about how to bring new fundamentals of machine learning into reality.
cc @ellis.eu @samikaski.bsky.social @lrlaurahy.bsky.social
cc @ellis.eu @samikaski.bsky.social @lrlaurahy.bsky.social
November 18, 2025 at 7:30 AM
Our launch event continues today with the ELLIS Institute Scientific Seminar at @aalto.fi! We'll introduce many of our new faculty, hear some engaging keynotes, and talk about how to bring new fundamentals of machine learning into reality.
cc @ellis.eu @samikaski.bsky.social @lrlaurahy.bsky.social
cc @ellis.eu @samikaski.bsky.social @lrlaurahy.bsky.social
Reposted by Samuel Kaski
🚀 ELLIS Institute Finland 🇫🇮 officially opens today, launching a hub for cutting-edge AI research, talent development, and collaboration across academia, government & industry.
Opening remarks by @samikaski.bsky.social, @serge.belongie.com, Bernhard Schölkopf, PM Petteri Orpo & Peter Sarlin
Opening remarks by @samikaski.bsky.social, @serge.belongie.com, Bernhard Schölkopf, PM Petteri Orpo & Peter Sarlin
November 17, 2025 at 10:23 AM
🚀 ELLIS Institute Finland 🇫🇮 officially opens today, launching a hub for cutting-edge AI research, talent development, and collaboration across academia, government & industry.
Opening remarks by @samikaski.bsky.social, @serge.belongie.com, Bernhard Schölkopf, PM Petteri Orpo & Peter Sarlin
Opening remarks by @samikaski.bsky.social, @serge.belongie.com, Bernhard Schölkopf, PM Petteri Orpo & Peter Sarlin
Reposted by Samuel Kaski
Finland's PM Petteri Orpo cuts the ribbon to open ELLIS Institute Finland along with @samikaski.bsky.social, @serge.belongie.com, Peter Sarlin, Bernhard Schölkopf. An inspiring morning of discussion on the future of AI research and collaboration in Europe, powered by @ellis.eu and partners 💪
November 17, 2025 at 11:45 AM
Finland's PM Petteri Orpo cuts the ribbon to open ELLIS Institute Finland along with @samikaski.bsky.social, @serge.belongie.com, Peter Sarlin, Bernhard Schölkopf. An inspiring morning of discussion on the future of AI research and collaboration in Europe, powered by @ellis.eu and partners 💪
I am hiring to my group in @ellisinstitute.fi and @aifunmcr.bsky.social, DL Dec 1
Topics: Multimodal foundation models, out-of-distribution deployable machine learning, collaborative machine learning
kaski-lab.com
Topics: Multimodal foundation models, out-of-distribution deployable machine learning, collaborative machine learning
kaski-lab.com
Samuel Kaski
kaski-lab.com
November 7, 2025 at 11:06 AM
I am hiring to my group in @ellisinstitute.fi and @aifunmcr.bsky.social, DL Dec 1
Topics: Multimodal foundation models, out-of-distribution deployable machine learning, collaborative machine learning
kaski-lab.com
Topics: Multimodal foundation models, out-of-distribution deployable machine learning, collaborative machine learning
kaski-lab.com
Very happy and also honoured to serve in a new way, not only thinking of our @ellisinstitute.fi , our very nice collaboration within Nordic AIR, or with Northern UK, but the whole of Europe. @ellis.eu is good for Europe!
"The recent expansion of @ellis.eu with two new institutes in @ellisinsttue.bsky.social and Finland shows that Europe has the vision, resources and drive to achieve the best AI research in the world.” Our director @samikaski.bsky.social joins the ELLIS Board, read more below! 👇
@csaalto.bsky.social
@csaalto.bsky.social
The ELLIS Society welcomes its new Board. As the primary decision-making body, it will play a vital role in shaping the future of ELLIS and advancing #AI and #MachineLearning research across Europe in a time of global change.
Read the full article: ellis.eu/news/ellis-s...
Read the full article: ellis.eu/news/ellis-s...
October 28, 2025 at 12:32 PM
Very happy and also honoured to serve in a new way, not only thinking of our @ellisinstitute.fi , our very nice collaboration within Nordic AIR, or with Northern UK, but the whole of Europe. @ellis.eu is good for Europe!
Reposted by Samuel Kaski
"The recent expansion of @ellis.eu with two new institutes in @ellisinsttue.bsky.social and Finland shows that Europe has the vision, resources and drive to achieve the best AI research in the world.” Our director @samikaski.bsky.social joins the ELLIS Board, read more below! 👇
@csaalto.bsky.social
@csaalto.bsky.social
The ELLIS Society welcomes its new Board. As the primary decision-making body, it will play a vital role in shaping the future of ELLIS and advancing #AI and #MachineLearning research across Europe in a time of global change.
Read the full article: ellis.eu/news/ellis-s...
Read the full article: ellis.eu/news/ellis-s...
October 28, 2025 at 7:42 AM
"The recent expansion of @ellis.eu with two new institutes in @ellisinsttue.bsky.social and Finland shows that Europe has the vision, resources and drive to achieve the best AI research in the world.” Our director @samikaski.bsky.social joins the ELLIS Board, read more below! 👇
@csaalto.bsky.social
@csaalto.bsky.social
Still a couple of days to apply to the ELLIS PhD program, DL Oct 31, 2025: ellis.eu/news/ellis-p... I am especially looking for students interested in developing new approaches for distribution shifts in my new ERC AdG www.ellisinstitute.fi/a-revolution... but also other topics, see kaski-lab.com
ELLIS PhD Program: Call for Applications 2025
A virtual info session for prospective PhD candidates will be held on October 1st with information about the whole PhD program, the call for applications, application materials, and timeline.
ellis.eu
October 28, 2025 at 6:29 AM
Still a couple of days to apply to the ELLIS PhD program, DL Oct 31, 2025: ellis.eu/news/ellis-p... I am especially looking for students interested in developing new approaches for distribution shifts in my new ERC AdG www.ellisinstitute.fi/a-revolution... but also other topics, see kaski-lab.com
Highly recommended @ellis.eu UnConference workshop from the ELLIS Robust ML Program at @euripsconf.bsky.social
🔸 Organizers: Cen-You Li, @conorhassan.bsky.social, Desi R. Ivanova, Luigi Acerbi (+ @samikaski.bsky.social as Advisory Member)
📣 Call for contributions open until Oct 10
👉 Details: eurips.cc/ellis
📣 Call for contributions open until Oct 10
👉 Details: eurips.cc/ellis
ELLIS UnConference - A NeurIPS-endorsed conference in Europe
A NeurIPS-endorsed conference in Europe held in Copenhagen, Denmark
eurips.cc
October 7, 2025 at 11:58 AM
Highly recommended @ellis.eu UnConference workshop from the ELLIS Robust ML Program at @euripsconf.bsky.social
Reposted by Samuel Kaski
Do you like to train neural networks to solve all your nasty probabilistic inference and sequential design problems?
Do you love letter salads such as NPs, PFNs, NPE, SBI, BED?
Then no place is better than the Amortized ProbML workshop we are organizing at #ELLIS UnConference.
Do you love letter salads such as NPs, PFNs, NPE, SBI, BED?
Then no place is better than the Amortized ProbML workshop we are organizing at #ELLIS UnConference.
October 1, 2025 at 1:57 PM
Do you like to train neural networks to solve all your nasty probabilistic inference and sequential design problems?
Do you love letter salads such as NPs, PFNs, NPE, SBI, BED?
Then no place is better than the Amortized ProbML workshop we are organizing at #ELLIS UnConference.
Do you love letter salads such as NPs, PFNs, NPE, SBI, BED?
Then no place is better than the Amortized ProbML workshop we are organizing at #ELLIS UnConference.
Reposted by Samuel Kaski
All the news from ELLIS Institute Finland is always up-to-date at www.ellisinstitute.fi/news
News | ELLIS Institute Finland
ELLIS Institute Finland news
www.ellisinstitute.fi
September 22, 2025 at 11:29 AM
All the news from ELLIS Institute Finland is always up-to-date at www.ellisinstitute.fi/news
Reposted by Samuel Kaski
Our recent media coverage 🧵👇 with features in @hs.fi, Finland's public broadcaster Yle and the @aalto.fi Keys to Growth series. cc @ellis.eu @okm.fi @csaalto.bsky.social
bsky.app/profile/elli...
bsky.app/profile/elli...
How does a small country and a new research institute take on the tech giants in AI? Top international talent, academic freedom and boundary-breaking basic research. Along with Finland's commitment 📈 to 4% of GDP for RDI, we have the makings of big impacts in AI and ML research. (More in Finnish 👇)
"Ellis-instituutti on loistava esimerkki yliopistojen, yrityksien ja päättäjien yhteistyön hedelmästä. @samikaski.bsky.social'n mukaan Ellis vie Suomea lähemmäs globaaleja kärkitoimijoita, 'eurooppalaisen tekoälyn ytimeen'."
Lue lisää HS:ssä (€) www.hs.fi/visio/art-20... @hs.fi
Lue lisää HS:ssä (€) www.hs.fi/visio/art-20... @hs.fi
September 22, 2025 at 11:29 AM
Our recent media coverage 🧵👇 with features in @hs.fi, Finland's public broadcaster Yle and the @aalto.fi Keys to Growth series. cc @ellis.eu @okm.fi @csaalto.bsky.social
bsky.app/profile/elli...
bsky.app/profile/elli...
Reposted by Samuel Kaski
Suomessa on tehty 1970-luvulta lähtien tutkimusta, joka on mahdollistanut mullistuksia tekoälyn saralla.
Ellis-instituutin tarkoituksena on nostaa tämä kokonaisuus seuraavalle tasolle.
"Nyt on oikeasti mahdollista tehdä asioita maailmanluokassa, @samikaski.bsky.social sanoo.
yle.fi/a/74-20179689
Ellis-instituutin tarkoituksena on nostaa tämä kokonaisuus seuraavalle tasolle.
"Nyt on oikeasti mahdollista tehdä asioita maailmanluokassa, @samikaski.bsky.social sanoo.
yle.fi/a/74-20179689
Tekoälyhype nosti huippututkijoiden palkat NBA-tähtien tasolle – silti Suomikin voi olla houkutteleva
Teknologiayhtiöt kilpailevat tekoälytutkijoista jättipalkkioilla, mutta akateemisella vapaudella ei ole hintaa.
yle.fi
September 22, 2025 at 5:55 AM
Suomessa on tehty 1970-luvulta lähtien tutkimusta, joka on mahdollistanut mullistuksia tekoälyn saralla.
Ellis-instituutin tarkoituksena on nostaa tämä kokonaisuus seuraavalle tasolle.
"Nyt on oikeasti mahdollista tehdä asioita maailmanluokassa, @samikaski.bsky.social sanoo.
yle.fi/a/74-20179689
Ellis-instituutin tarkoituksena on nostaa tämä kokonaisuus seuraavalle tasolle.
"Nyt on oikeasti mahdollista tehdä asioita maailmanluokassa, @samikaski.bsky.social sanoo.
yle.fi/a/74-20179689
Reposted by Samuel Kaski
Jenkeissä (ja muuallakin) tekoälytutkijoita houkutellaan akatemiasta yritysten labroihin valtavilla palkkioilla. Harvardissa ollaan jo huolissaan akateemisesta tutkimuksesta, kun opiskelijoita mukaansa vetävistä tutkijatohtoreista alkaa olla pula. Suomessa yritetään vastata tähän haasteeseen.
Tekoälyhype nosti huippututkijoiden palkat NBA-tähtien tasolle – silti Suomikin voi olla houkutteleva
Teknologiayhtiöt kilpailevat tekoälytutkijoista jättipalkkioilla, mutta akateemisella vapaudella ei ole hintaa.
yle.fi
September 21, 2025 at 10:30 AM
Jenkeissä (ja muuallakin) tekoälytutkijoita houkutellaan akatemiasta yritysten labroihin valtavilla palkkioilla. Harvardissa ollaan jo huolissaan akateemisesta tutkimuksesta, kun opiskelijoita mukaansa vetävistä tutkijatohtoreista alkaa olla pula. Suomessa yritetään vastata tähän haasteeseen.
Reposted by Samuel Kaski
"Science is the best problem-solving tool that humanity has; science combined with AI can be even more powerful." This why it pays to invest in long-term, basic research, says
@samikaski.bsky.social in the @aalto.fi Keys to Growth series.
www.ellisinstitute.fi/keys-to-grow...
@ellis.eu
@samikaski.bsky.social in the @aalto.fi Keys to Growth series.
www.ellisinstitute.fi/keys-to-grow...
@ellis.eu
Keys to growth: Basic research in AI is like long-term investing | ELLIS Institute Finland
Basic research in AI doesn’t always generate quick wins or clickbait headlines, but its benefits can be seen throughout society
www.ellisinstitute.fi
September 18, 2025 at 11:16 AM
"Science is the best problem-solving tool that humanity has; science combined with AI can be even more powerful." This why it pays to invest in long-term, basic research, says
@samikaski.bsky.social in the @aalto.fi Keys to Growth series.
www.ellisinstitute.fi/keys-to-grow...
@ellis.eu
@samikaski.bsky.social in the @aalto.fi Keys to Growth series.
www.ellisinstitute.fi/keys-to-grow...
@ellis.eu
Reposted by Samuel Kaski
The institute's opening is part of the AI Summit, with distinguished speakers from across European business and government, as well as top researchers and leadership from the @ellis.eu network. An exciting two-day program that marks a milestone for AI & ML research. More info at aisummit.fi
Grand opening of @ellisinstitute.fi will be Nov 17-18: The first day will be a broad-audience AI Summit co-organized with AI Finland and Foundation PS in Turku, and the second day will be an @ellis.eu scientific seminar in Espoo for the invited AI and machine learning community. aisummit.fi
August 25, 2025 at 7:12 AM
The institute's opening is part of the AI Summit, with distinguished speakers from across European business and government, as well as top researchers and leadership from the @ellis.eu network. An exciting two-day program that marks a milestone for AI & ML research. More info at aisummit.fi
Grand opening of @ellisinstitute.fi will be Nov 17-18: The first day will be a broad-audience AI Summit co-organized with AI Finland and Foundation PS in Turku, and the second day will be an @ellis.eu scientific seminar in Espoo for the invited AI and machine learning community. aisummit.fi
August 25, 2025 at 7:04 AM
Grand opening of @ellisinstitute.fi will be Nov 17-18: The first day will be a broad-audience AI Summit co-organized with AI Finland and Foundation PS in Turku, and the second day will be an @ellis.eu scientific seminar in Espoo for the invited AI and machine learning community. aisummit.fi
Reposted by Samuel Kaski
Welcome new principal investigators! 9 leading scholars and rising stars in AI & machine learning are joining ELLIS Institute Finland, part of the @ellis.eu network. Read more about our new professors:
➡️ www.ellisinstitute.fi/PIs-2025
➡️ www.ellisinstitute.fi/PIs-2025
August 20, 2025 at 6:25 AM
Welcome new principal investigators! 9 leading scholars and rising stars in AI & machine learning are joining ELLIS Institute Finland, part of the @ellis.eu network. Read more about our new professors:
➡️ www.ellisinstitute.fi/PIs-2025
➡️ www.ellisinstitute.fi/PIs-2025
Welcome to the first 9 PIs of ELLIS Institute Finland - great to have you onboard! www.ellisinstitute.fi/PIs-2025
Now is time to start the action after the initial planning
Now is time to start the action after the initial planning
LinkedIn
This link will take you to a page that’s not on LinkedIn
lnkd.in
August 20, 2025 at 6:18 AM
Welcome to the first 9 PIs of ELLIS Institute Finland - great to have you onboard! www.ellisinstitute.fi/PIs-2025
Now is time to start the action after the initial planning
Now is time to start the action after the initial planning
Reposted by Samuel Kaski
📣 Please share: We invite submissions to the 29th International Conference on Artificial Intelligence and Statistics (#AISTATS 2026) and welcome paper submissions at the intersection of AI, machine learning, statistics, and related areas. [1/3]
August 12, 2025 at 11:46 AM
📣 Please share: We invite submissions to the 29th International Conference on Artificial Intelligence and Statistics (#AISTATS 2026) and welcome paper submissions at the intersection of AI, machine learning, statistics, and related areas. [1/3]
Postdocs and Research Fellows: Probabilistic machine learning, Centre for AI Fundamentals, Manchester, UK, DL July 27, 2025
www.jobs.manchester.ac.uk/Job/JobDetai...
Funded by UKRI Turing AI World-Leading Researcher Fellowship, in the Manchester Centre for AI Fundamentals.
www.jobs.manchester.ac.uk/Job/JobDetai...
Funded by UKRI Turing AI World-Leading Researcher Fellowship, in the Manchester Centre for AI Fundamentals.
Research Associate or Research Fellow In Machine Learning (2 Posts Available):Oxford Road
www.jobs.manchester.ac.uk
July 11, 2025 at 7:09 AM
Postdocs and Research Fellows: Probabilistic machine learning, Centre for AI Fundamentals, Manchester, UK, DL July 27, 2025
www.jobs.manchester.ac.uk/Job/JobDetai...
Funded by UKRI Turing AI World-Leading Researcher Fellowship, in the Manchester Centre for AI Fundamentals.
www.jobs.manchester.ac.uk/Job/JobDetai...
Funded by UKRI Turing AI World-Leading Researcher Fellowship, in the Manchester Centre for AI Fundamentals.