Dennis Collaris

Postdoc Visualization for Explainable AI

[Intelligent Data Analysis @ida_symposia]

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!

[Dennis Collaris @imDecode]

Our recent @NordiCHI paper with @hildeweerts @DaphneMiedema @pechenizkiy and @jackvanwijk was featured in our university newspaper :)

[TU/e Cursor @tuecursor]

De explosief toenemende populariteit van zelflerende computermodellen kent ook een gevaar, als ze mee mogen beslissen over of iemand een lening krijgt of wanneer ze voorspellingen moeten doen over iemands gezondheid. https://t.co/V6Q41PPiB2

[Hilde Weerts @hildeweerts]

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: https://t.co/wCns8pzURc

SHAP and LIME are often put under the same umbrella 1/n

[TU/e Cursor @tuecursor]

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. https://t.co/oP3JvszY6O

[Kiril Gashteovski @kgashteo]

"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 https://t.co/YXgruEFsWn Discussion in the thread👇 1/5 #dataviz #ml #ai #xai

[Hilde Weerts @hildeweerts]

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!

https://t.co/EF7YxWtjgf

[Dennis Collaris @imDecode]

@kyriakidestella Hi Stella, congratulations on your new job! Can you please legalize Canadian Intense? It’s the best recipe for less cancer in the EU. Walther from @rivm already has the machine. Thanks! #saverickbrandsteder #zondagmetlubach

[SNiC Symposium @SNiC_Symposium]

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!

[SNiC Symposium @SNiC_Symposium]

Don’t forget to activate your code on the #AutonomIT website so you can obtain your very own ticket! #SNiC #Topicus

[Yasen @yasenyankovblc]

@BitLendingClub is now the market leader in the Bitcoin Lending Space with ~$430k in loan volume for June #P2PLending #BitcoinLoans

[Boost VC @BoostVC]

CleverCoin (#Tribe5) Becomes First European Exchange to Offer Leveraged Trading: http://t.co/oKOWTXb0qU

[Palaver IRC @palaverapp]

Now iOS 7 is out, we have a little teaser for you.

[Palaver IRC @palaverapp]

100% uptime in the 4 months our push notification server has been running! If you have ZNC be sure to install https://t.co/TRJBiEvpkq