#interpretable — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #interpretable, aggregated by home.social.
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#IJCAIawards 2025 John McCarthy Award winner Cynthia Rudin, of Duke University, in a 2023 Quanta Magazine article, explains her approach to #interpretable models. Read: https://quantamagazine.org/cynthia-rudin-builds-ai-that-humans-can-understand-20230427/🌟 Nominate now by 15 April for the 2026 IJCAI John McCarthy Award! #IJCAI2026 #ECAI2026
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#IJCAIawards 2025 John McCarthy Award winner Cynthia Rudin, of Duke University, in a 2023 Quanta Magazine article, explains her approach to #interpretable models. Read: https://quantamagazine.org/cynthia-rudin-builds-ai-that-humans-can-understand-20230427/🌟 Nominate now by 15 April for the 2026 IJCAI John McCarthy Award! #IJCAI2026 #ECAI2026
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Weight-sparse transformers have interpretable circuits [pdf]
https://cdn.openai.com/pdf/41df8f28-d4ef-43e9-aed2-823f9393e470/circuit-sparsity-paper.pdf
#HackerNews #Weight-sparse #transformers #interpretable #circuits #AI #research #machine #learning #pdf
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Explainable AI: Thinking Like a Machine | by Joseph George Lewis | Towards AI
https://pub.towardsai.net/explainable-ai-thinking-like-a-machine-e40fc77949ac
#ExplainableAI #ethics #ethicalai
#Machine #Interpretable #Explainable #XAI #technology -
Explainable AI: Thinking Like a Machine | by Joseph George Lewis | Towards AI
https://pub.towardsai.net/explainable-ai-thinking-like-a-machine-e40fc77949ac
#ExplainableAI #ethics #ethicalai
#Machine #Interpretable #Explainable #XAI #technology -
Our research group at Apple is looking for a research engineer to build the future of #interpretable and #safe #machinelearning and #AI.
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'ProtoryNet - Interpretable Text Classification Via Prototype Trajectories', by Dat Hong, Tong Wang, Stephen Baek.
http://jmlr.org/papers/v24/21-0899.html
#rnn #interpretability #interpretable -
Interpretable Mixture of Experts
Aya Abdelsalam Ismail, Sercan O Arik, Jinsung Yoon, Ankur Taly, Soheil Feizi, Tomas Pfister
Action editor: Frederic Sala.
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Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!
“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine
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Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!
“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine
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Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!
“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine
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Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!
“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine
-
Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!
“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine