@imDecode

Postdoc Visualization for Explainable AI

 Brainport
explaining.ml
Joined December 2009
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  • Following107
  • Followers66
The #IDA2023 runner-up Frontier Prize was awarded to the paper "LEMON: Alternative Sampling for More Faithful Explanation through Local Surrogate Models" by @imDecode, @pratik_gajane, Joost Jorritsma, Jarke van Wijk, and @pechenizkiy, of @TUeindhoven. Congratulations!
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Dennis Collaris retweeted
Hilde Weerts@hildeweerts4 Oct 2022
Our recent work (with @imDecode @DaphneMiedema @pechenizkiy) might shed some light on this "disagreement problem" - at least for feature importance techniques like SHAP and LIME: dl.acm.org/doi/abs/10.1145/3… SHAP and LIME are often put under the same umbrella 1/n

Characterizing Data Scientists’ Mental Models of Local Feature Importance | Nordic Human-Computer...

dl.acm.org
Christoph Molnar 🦋 christophmolnar.bsky.social@ChristophMolnar4 Oct 2022
SHAP, LIME, PFI, ... you can interpret ML models with many different methods. It's all fun and games until two methods disagree. What if LIME says X1 has a positive contribution, SHAP says negative? A thread about the disagreement problem, and how to approach it:
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Dennis Collaris retweeted
TU/e Cursor@tuecursor4 Jul 2022
Zelflerende computermodellen kunnen waardevol zijn voor bijvoorbeeld spraakherkenning, fraudedetectie en het inschatten van medische risico’s. Om data-experts daarbij te helpen, ontwikkelde promovendus Dennis Collaris interactieve visualisatietools. ow.ly/4aN450JNRTf
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Dennis Collaris retweeted
Kiril Gashteovski@kgashteo16 Feb 2022
"Visualization for Explainable AI", great talk by @imDecode from @TUeindhoven at @NEC Labs Europe. To get an idea of the concepts discussed at thetalk and interactively play with them checkout explaining.ml/ Discussion in the thread👇 1/5 #dataviz #ml #ai #xai
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Dennis Collaris retweeted
Hilde Weerts@hildeweerts3 Sep 2021
TIL about sklearn-pmml-model, a python library that allows you to export PMML files to @scikit_learn models. Looks like it could be *very* useful to increase reproducibility of research results, especially across different programming languages! github.com/iamDecode/sklearn…

GitHub - iamDecode/sklearn-pmml-model: A library to parse and convert PMML models into Scikit-learn...

A library to parse and convert PMML models into Scikit-learn estimators. - iamDecode/sklearn-pmml-model

github.com
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The time schedule and all the talk descriptions are now online. If you have activated your ticket, you are now able to pick preferred talks!
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Don’t forget to activate your code on the #AutonomIT website so you can obtain your very own ticket! #SNiC #Topicus
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Dennis Collaris retweeted
Yasen@yasenyankovblc1 Jul 2015
Replying to @loanbase
@BitLendingClub is now the market leader in the Bitcoin Lending Space with ~$430k in loan volume for June #P2PLending #BitcoinLoans
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Dennis Collaris retweeted
Boost VC
@BoostVC30 Apr 2015
CleverCoin (#Tribe5) Becomes First European Exchange to Offer Leveraged Trading: cointelegraph.com/news/11411…
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Dennis Collaris retweeted
Palaver IRC@palaverapp19 Sep 2013
Now iOS 7 is out, we have a little teaser for you.
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Dennis Collaris retweeted
Palaver IRC@palaverapp19 Jul 2013
100% uptime in the 4 months our push notification server has been running! If you have ZNC be sure to install github.com/palaver/znc-palav…
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