Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation
Presents a framework for unsupervised domain adaptation of lightweight NLI models used in RAG systems.
📝arxiv.org/abs/2410.03461
[LG] Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers
arxiv.org/abs/2405.13536
- Common transformer architectures like BERT and GPT-2 structurally cannot represent additive models like linear models or generalized additive…
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We're hiring postdoctoral researchers to work on responsible machine learning at UCSD!
Topics include fairness, explainability, robustness, and safety. For more, see berkustun.com/postdoc/
22 Followers 1K FollowingWhen you trust anyone unreservedly, there will only be two consequences in the end, either the person in your life or a lesson in your life.
39 Followers 144 FollowingPhD student @ Max Planck Institute for Intelligent Systems. Interested in causality, generative models & risk control. Ex ETH Zurich.
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317 Followers 399 Following@IBMResearch Africa | PhD student @saar_uni | formerly @MPI_IS| Interested in fairness, causality and law | views are own | co-organizer @afciworkshop | she/her
380 Followers 562 FollowingPhD Student in STAI (https://t.co/MMYVUHhbeR) at @uni_tue and @MPI_IS (IMPRS-IS), part of @KImachtSchule and @VivaconAgua. Also elinguyen in 🦋
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726 Followers 475 FollowingPostdoc at @UCPH_Research. Interested in the cocktail-party problem, causal inference and identifiability. Previously @MPI_IS.
1K Followers 864 FollowingProfessor at Saarland University @LstSaar @SIC_Saar.
Previously PhD at Stanford @stanfordnlp.
Machine learning, language, and cognitive science.
84K Followers 702 FollowingDirector, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.
95 Followers 114 FollowingPosdoc @TU_Muenchen, former @uni_tue & @LEAD_GradSchool, interested in mind wandering detection, attention during learning, ML & educational technologies
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DMs open (e.g., colabs, advice).
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I love rock climbing and cooking.
Opinions here are my own.
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Professor of Statistical Machine Learning at @UniofAdelaide, @TheAIML. Previously at @OxCSML, @GatsbyUCL, @BristolUni.
45K Followers 1K FollowingAI Developer Experience @GoogleDeepMind | prev: Tech Lead at @huggingface, AWS ML Hero 🤗 Sharing my own views and AI News 🧑🏻💻 https://t.co/7IosdlNz22
816 Followers 1K Following🤖 🧠 Generative AI Security @Amazon, Offensive AI Security
Passenger & Nomad & Ronin & GNU/Linux Lover & Speed Lover & A Combination of Black and White
474 Followers 552 FollowingPrincipal ML Research Scientist at @CerebrasSystems, prev. at @Tesla and @UberAILabs, and former grad student at @uoguelph_mlrg and @VectorInst.
3K Followers 36 FollowingAssociation for Uncertainty in AI.
Upcoming conference: #uai2025 July 21-25th in Rio de Janeiro, Brazil!
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117 Followers 168 FollowingPhD student @uni_tue within #IMPRSIS | Interested in multimodal learning and video understanding | Prev. research intern @SonyAI_global🇨🇭
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Computer scientist researching data protection & governance, digital well-being, and responsible computing (IR/ML/AI).
77K Followers 2K Followinga combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
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242 Followers 326 FollowingPostDoc at Eils lab @berlinnovation at Charité interested in ML and LLMs for healthcare. Formerly @RWTH, @WWU_Muenster, @goteborgsuni, @UCBerkeley, @MIT, he/him
4K Followers 390 FollowingProf for AI and Data Science for Earth Observation @TU_muenchen, PI of @zhu_xlab and @ai4eo_de, co-director Munich Data Science Institute - opinions are my own
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