@JessicaHullman@AaltoPML@samikaski have a history of works on eliciting expert knowledge to improve prediction in challenging settings. Some examples:
ML2017: https://t.co/WuGvNmWePY
Bioinformatics 2018: https://t.co/CEtSJFZ2TN
IJCAI 2019: https://t.co/TWTIXFXe1l
Users are not passive feedback sources, rather they are in control, actively steering the system towards their goal. This behaviour violates system's assumptions about the user and suggests the need for novel types of user models. Demo: https://t.co/BgkkdXIqkt
How users collaborate with an intelligent system? We designed a function optimization task where a human and an optimization algorithm collaborate to find the max of a 1-d function. With @fcole90 Jussi Jokinen @oulasvirta@samikaski. preprint: https://t.co/qbqtyHsGfM @UMAPconf
I just gave a remote keynote on "Data analysis with humans" in PAKDD 2020 and thought to share the recording. Abstract: https://t.co/UsmVoYvtz9 slides: https://t.co/UsmVoYvtz9 recording: https://t.co/YySgjGiAcr @pakdd_social@FCAI_fi@AaltoPML
The attached requirement is from ...
A) US visa application form.
B) Github appeal form regarding my account being restricted due to interacting with github while being in Iran (https://t.co/bxK9VbXfBp).
Our researchers have done very exciting work designing #AI that understands humans' goals better. This is a crucial step towards making truly helpful AI assistants. @samikaski@tomi_peltola@mert_celikok@ped_ram#NeurIPS
https://t.co/TOvrCNsbVC
(1/2) Ever tried to get an AI system to actually do stuff? That would work much better if it understood that you do have a goal. In our NeurIPS paper with @tomi_peltola, @ped_ram and @mert_celikok we give the AI learner the capability to understand that, by learning a user model
Update: It has been 100 hours since #Iran introduced a near-total internet shutdown cutting off the country from the rest of the world 📉
Digital rights are human rights: access must be restored to all Iranians #Internet4Iran#IranProtests
📰https://t.co/1Al0DT8an1
Update: It has been 75 hours since #Iran introduced a near-total internet shutdown leaving Iranians isolated from the rest of the world 📉
The rights to free expression and free assembly are inviolable and must be protected #Internet4Iran#IranProtests
📰https://t.co/1Al0DT8an1
What if the oracle (here teacher) in active learning is allowed to lie about data labels to a machine learning algorithm?
Our paper "Machine Teaching of Active Sequential Learners" is accepted at #NeurIPS2019 with @tomi_peltola, Mert Çelikok, @samikaski, #AaltoPML#FCAI@CSAalto
Our 3rd plenary meeting took place in Helsinki hosted by @UnivHelsinkiCS . We thank the consortium for two fruitful days of discussions. #coadapt#activeageing