eXascale Infolab @eXascaleInfolab
eXascale Infolab http://t.co/WvlF23Jl exascale.info Switzerland Joined November 2012-
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[3/n] On a related topic, we have another recent paper on Human Concepts for #NeuroSymbolicAI at #TKDE: "Nessy: a Neuro-Symbolic System for Label Noise Reduction" by our PhD student Alisa Smirnova, w/ Dingqi Yang and Philippe Cudre-Mauroux. @eXascaleInfolab @TUDelft_AI @wisdelft
@pvldb Interesting idea. Will TPC accept this as an alternative to using so many client hosts for TPC-C benchmarks?
January 2021: 3 research papers accepted at TheWebConf! - Peer Grading the Peer Reviews - RETA: A Schema-Aware Solution for Instance Completion - Wiki2Prop: Predicting Wikidata Properties from Wikipedia. Full pdfs (& more) soon on exascale.info #WWW2021 #TheWebConf2021
CIKM2020 is happening this week! Join us online for loads of exciting research papers, and 4 thrilling keynotes by Xin Luna Dong (Amazon Science), Timnit Gebru (Google), Michel Dumontier (Maastricht U.) and Carlo Curino (Microsoft Jim Gray Lab)! #cikm2020 cikm2020.org
We won the Best Paper Award at the Swiss Data Science Conference (SDS 2020)! Thumbs up to our master student Yasamin Eslahi, my two Ph.D. students Paolo Rosso and Akansha Bhardwaj, and our great colleague Kurt Stockinger. #SDS2020 #BigData #Data exascale.info
***April 2020 – WWW, SDS & IJCAI*** - *Beyond Triplets: Hyper-Relational Knowledge Graph Embedding* and *OpenCrowd: A Human-AI Collaborative Approach* presented at WWW 2020; - New papers accepted SDS and IJCAI 2020. PDFs, slides, videos and more: exascale.info .
**March 2020 IEEE Data Engineering Bulletin** Networking and Storage: The Next Computing Elements in Exascale Systems? published in the March 2020 Data Management at Exascale issue of the IEEE Data Engineering Bulletin. exascale.info #data #bigdata
February 2020 news: *A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection* presented at AAAI 2020 in New York. Details & pdf available here: exascale.info #AI #aaai2020
(late!) January news: two full research papers accepted at WWW2020, and presentation at CIDR2020. Details, pdfs & slides here: exascale.info/news/2020-01-0… #TheWebConf #CIDR2020
***December 2019: BigData & VLDB*** 4 papers presented at BigData in L.A. *Yay* And 1 paper accepted at VLDB in Tokyo. *Sugoi!* More information here: exascale.info . Happy holidays everyone! #bigdata #vldb
November 2019: new research papers at ICTAI, KAIS, and AAAI 2020! #aaai2020 details here: exascale.info/news/2019-11-0…
Our "6 Neurons" paper wins the best paper award at AAMAS 2019 in Montreal. Congrats Giuse & Julian!! arxiv.org/abs/1806.01363 #AI #NeuralNetworks #Atari #unifr
April 2019: KDD, TSC & AAMAS - NodeSketch accepted at KDD - Deadline-Aware Fair Scheduling for Crowd-Powered Systems published in ACM TSC and - Playing Atari with Six Neurons nominated for best paper award at AAMAS! => exascale.info #sigkdd #crowdsourcing #AAMAS
*** March 2019: 3 new journal papers *** - Relation Extraction Using Distant Supervision: A Survey [ACM Surveys] - Privacy-Preserving Social Media Data Publishing [TKDE] - SECTOR: A Neural Model for Coherent Topic Segmentation [TACL] => exascale.info #privacy #ai #nlp
02.19: Neurons, Clusters & Accelerated Queries exascale.info Playing Atari with Six Neurons accepted at AAMAS. Evaluation of Overlapping and Multi-Resolution Clustering Algorithms presented at BigComp. The Case For Network-Accelerated Query Processing presented at CIDR.
*The Morning Paper* reviews today our (groundbreaking?) work on Network-Accelerated Query Processing. Thanks for this great summary Adrian Colyer! #dbms #bigdata #networking blog.acolyer.org/2019/01/28/the…
**Jan. 2019**: 3 papers accepted as full research papers at the Web Conf (WWW2019)! [acceptance: 18%]. PDFs coming soon. See you in San Francisco! exascale.info #TheWebConf #AI #bigdata #crowdsourcing
XI Talk: Julian Togelius - NYU Game Innovation Lab, New York University: youtu.be/ZVWiJlqa0Fc?a via @YouTube
What if the neural network was entirely dedicated to decision making? Recent work with @togelius @eXascaleInfolab shows Atari games can be tackled with as little as six neurons. arxiv.org/abs/1806.01363
June 2017 – XI Alumns Are Taking Over the (IT) World bit.ly/2t3bWFb exascale.info #nyu #stanford #swisscom #apple
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We generate statistically founded measures of environment complexity, by studying the performance of networks generated with Random Weight Guessing. Our plots answer at a glance: is initialization hard? Does the fitness have discontinuities / plateaus? And more! (2/3)
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