Charting a path to a more sustainable AI futureResearchMike Murphy18 Nov 2024AI HardwareSemiconductors
Project Debater argues for key point analysis of surveys, reviews, and social mediaReleaseNoam Slonim, Yoav Katz, Roy Bar-Haim, and Elad Venezian09 Nov 20215 minute readConversational AIExplainable AINatural Language Processing
Evaluating common sense in AIDeep DiveAbhishek Bhandwaldar and Tianmin Shu07 Oct 202115 minute readTrustworthy AI
Machine learning: From “best guess” to best data-based decisionsReleaseYishai Shimoni and Ehud Karavani01 Sep 20217 minute readAICausalityTrustworthy AI
Tapping into the inner rhythm of living organisms with AI and MLResearchLaura-Jayne Gardiner and Anthony Hall05 Aug 20218 minute readAIExplainable AIMachine Learning
Researchers develop defenses against deep learning hack attacksReleaseAmbrish Rawat, Killian Levacher, and Mathieu Sinn05 Aug 20217 minute readAdversarial Robustness and PrivacyData and AI SecurityGenerative AISecurityTrustworthy AI
AI, you have a lot of explaining to doReleaseDinesh Garg, Parag Singla, Dinesh Khandelwal, Shourya Aggarwal, Divyanshu Mandowara, and Vishwajeet Agrawal02 Aug 20215 minute readExplainable AIGenerative AIKnowledge and ReasoningNatural Language ProcessingNeuro-symbolic AITrustworthy AI
IBM’s Uncertainty Quantification 360 toolkit boosts trust in AIReleasePrasanna Sattigeri and Vera Liao08 Jun 20217 minute readHuman-Centered AITrustworthy AIUncertainty Quantification
Managing the risk in AI: Spotting the “unknown unknowns”ResearchOrna Raz, Sam Ackerman, and Marcel Zalmanovici06 Jun 20215 minute readAIAI Testing
AI boosts the discovery of metamaterials vital for next-gen gadgetsResearchYoussef Mroueh, Karthikeyan Shanmugam, and Payel Das20 May 202110 minute readAIMaterials DiscoveryTrustworthy GenerationUncertainty Quantification
New research helps make AI fairer in decision-makingResearchMikhail Yurochkin and Yuekai Sun07 May 20215 minute readAIFairness, Accountability, TransparencyTrustworthy AI
IBM researchers investigate ways to help reduce bias in healthcare AIResearchYoonyoung Park15 Apr 20216 minute readAIFairness, Accountability, TransparencyHealthcareImpact ScienceResponsible TechnologyTrustworthy AI
IBM AI finds new peptides – paving the way to better drug designResearchAleksandra Mojsilovic and Payel Das11 Mar 20214 minute readAccelerated DiscoveryAIGenerative AIMaterials DiscoveryTrustworthy Generation
IBM researchers check AI bias with counterfactual textResearchInkit Padhi, Nishtha Madaan, Naveen Panwar, and Diptikalyan Saha05 Feb 20215 minute readAI TestingFairness, Accountability, Transparency
AI goes anonymous during training to boost privacy protectionReleaseAbigail Goldsteen26 Jan 20214 minute readAdversarial Robustness and PrivacyData and AI SecurityMachine LearningSecurity
Preparing deep learning for the real world – on a wide scaleResearchPin-Yu Chen15 Dec 20203 minute readAdversarial Robustness and PrivacyAIMachine LearningTrustworthy AI
DualTKB: A Dual Learning Bridge between Text and Knowledge BaseResearchPierre Dognin13 Nov 20206 minute readKnowledge and ReasoningNatural Language ProcessingTrustworthy Generation