Search results for #interpretability
Very proud of my students advancing our #RealityCentricAI agenda at #ICLR2024! Our 10 papers cover the power of #LLMs, #GenerativeAI, #Interpretability, #Causality, #TreatmentEffects, #DataCentricAI & more: vanderschaar-lab.com/van-der-schaar…
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The Rise of Kolmogorov-Arnold Networks: A New Frontier in Deep Learning #accuracy #AI #artificialintelligence #Deeplearning #Interpretability #KANs #KolmogorovArnoldNetworks #llm #machinelearning #MLPs #MultilayerPerceptrons #Science multiplatform.ai/the-rise-of-ko…
🧵5/6 Interpretability: With KANs, we can visualize and understand the model’s workings, making them invaluable in scientific collaborations for uncovering new laws in math and physics. #Interpretability #Science
Understanding the Fusion of Symbolic and Neural Paradigms in AI: Unraveling the Potential of Neuro-Symbolic AI #AI #AIdecisions #AItechnology #artificialintelligence #customerserviceenhancement #ethicalAIdevelopment #Interpretability multiplatform.ai/nderstanding-t…
Very proud of my students for their great contribution to @aistats_conf! Our 3 papers cover important aspects of our #RealityCentricAI research agenda: AI for scientific discovery, #interpretability, #causality, #ClinicalTrials, #datacentricAI, and more! vanderschaar-lab.com/van-der-schaar…
Read the full paper here: ieeexplore.ieee.org/document/10498… Looking forward to hearing your thoughts and feedback! #MachineLearning #CreditRisk #Interpretability #Finance #IEEE #ResearchPaper #IEEEXplore #IEEEPublished #roshanjhazha #roshanjhazha
Stanford Researchers Propose ReFT Methods for Efficient Model Adaptation #adapters #AI #AItechnology #artificialintelligence #downstreamtasks #evaluationpractices #Finetuning #hyperparametersearch #Interpretability #llm #LoRA #LoReFT multiplatform.ai/stanford-resea…
Google AI Introduces Patchscopes: A Groundbreaking Tool for Understanding Large Language Models #AI #AItechnology #artificialintelligence #comprehension #GoogleAI #Interpretability #Largelanguagemodels #llm #machinelearning #naturallanguageexplanation multiplatform.ai/google-ai-intr…
Unveiling the Potential of Google Research's 'Patchscopes': Deciphering Large Language Models #AI #AItechnology #artificialintelligence #autoregressiveTransformermodels #GoogleResearch #Interpretability #Largelanguagemodels #linguisticcapabilities #ll multiplatform.ai/unveiling-the-…
Unlock transparency in AI systems with Model #Explainability and #Interpretability, ensuring informed decision-making and regulatory compliance. Read more blogreadnews.com/news/model-exp… . . #AI #MachineLearning #Transparency #DecisionMaking #DataScience #ModelInterpretation #uncodemy
Move over, deep learning: Symbolica's structured approach could transform AI | VentureBeat bit.ly/3PXsLx3 #AI #future #interpretability
New research on interpretability methods for deep learning models is out! The blog post delves into the properties of Concept Activation Vectors (CAVs) and how they impact model interpretation. Check it out at: bit.ly/3VQ9nWO #AI #DeepLearning #Interpretability
📢 Check out this new blog post on Decision Predicate Graphs! Learn how to enhance interpretability in tree ensembles and address complex classification scenarios. Dive into the details at bit.ly/3VOXfoK. #machinelearning #interpretability
Check out the latest blog post on SaTML '24 CNN Interpretability Competition featuring innovative methods for studying CNNs at the ImageNet scale. Explore novel techniques to help identify trojans in CNNs. Learn more at bit.ly/3J6CDkj #AI #CNN #interpretability
🤖 @ACMIndia #SummerSchool on Responsible & Safe AI 🤖 📍 @iitmadras 🗓️ 2nd June (Check-in) - 15th June (Check-out) Mode: In-Person Register precog.iiit.ac.in/teaching/respo… Co-organizers: @ravi_iitm & @ponguru #ResponsibleAI #SafeAI #ProfGiri #Interpretability #Transparency #LLM
EleutherAI @AiEleuther
19K Followers 76 Following A non-profit research lab focused on interpretability, alignment, and ethics of artificial intelligence. Creators of GPT-J, GPT-NeoX, and VQGAN-CLIP
Nick @nickcammarata
60K Followers 740 Following interested in neural network interpretability and meditation
Kayo Yin @kayo_yin
8K Followers 565 Following PhD student @berkeley_ai @berkeleynlp working on interpretability and signed languages. Former @msftresearch @deepmind @carnegiemellon @polytechnique. 🇫🇷🇯🇵
Stella Biderman @BlancheMinerva
15K Followers 749 Following Open source LLMs and interpretability research at @BoozAllen and @AiEleuther. My employers disown my tweets. She/her
Neel Nanda @NeelNanda5
14K Followers 89 Following Mechanistic Interpretability lead @DeepMind. Formerly @AnthropicAI, independent. In this to reduce AI X-risk. Neural networks can be understood, let's go do it!
Ziming Liu @ZimingLiu11
9K Followers 635 Following PhD student@MIT, AI for Physics/Science, Science of Intelligence & Interpretability for Science
Nora Belrose @norabelrose
8K Followers 125 Following Working toward a free and fair future powered by friendly AI. Head of interpretability research at @AiEleuther, but tweets are my own views, not Eleuther’s.
Wes Gurnee @wesg52
3K Followers 199 Following Optimizer @MIT @ORCenter PhD student thinking about Mechanistic Interpretability, Optimization, and Governance.
Anna Rogers 🇺🇦�.. @annargrs
9K Followers 865 Following Associate professor @ITUkbh: LLM interpretability, generalization, AI & society. Co-editor-in-chief @ACLRollingReview. Blog: https://t.co/ij5T9dS8W6
Tristan Hume @trishume
6K Followers 331 Following Performance optimization lead @AnthropicAI. Profiling, distributed systems, dev tools, interpretability. [email protected]
Ludwig Schubert @ludwigschubert
2K Followers 83 Following So on sabbatical. Mostly petting the cat. Formerly NN interpretability at @openai’s Clarity team, Google Brain. Supporting clear explanations at @distillpub.
Joshua Batson @thebasepoint
2K Followers 707 Following trying to understand evolved systems (🖥 and 🧬) interpretability research @anthropicai formerly @czbiohub, @mit math
Hazard @natural_hazard
3K Followers 1K Following unproblematically curious human interpretability researcher infrastructure for the cultist→outlaw pipeline circus-punk sorcerer surfacing subtext
Arvind Satyanarayan @arvindsatya1
6K Followers 2K Following Assistant Professor @MIT_CSAIL @mitvis. Data visualization @vega_vis, ML interpretability, cognitively convivial interaction. He/him. @[email protected].
Sarah Wiegreffe @sarahwiegreffe
4K Followers 984 Following At @allen_ai @ai2_aristo @uwnlp. Research in language model transparency & interpretability. PhD from @mlatgt @icatgt @gtcomputing. Views my own.
Andreas Madsen @andreas_madsen
6K Followers 417 Following Ph.D. candidate at @Mila_Quebec researching Interpretability for NLP. Previously, independent researcher + freelancer in ML and Node.js core developer.
Alethea Power @exteriorpower
1K Followers 95 Following AI Reasoning, Interpretability, Grokking. Formerly @OpenAI. Empiricist. Not utilitarian. Queer/trans/non-binary (they/them)
Sonia Joseph @soniajoseph_
4K Followers 540 Following AI researcher. Getting PhD @Mila_Quebec, prev @Princeton. Multimodal interpretability + alignment.
Timothy Leung @tlyleung
425 Followers 207 Following Research Engineer @ Neural Swarm | Planning, Diffusion Models, Mechanistic Interpretability l Previously LD1 at @join_ef. CS at @ucl and @imperialcollege.
Shiva @anconnoisseur
2K Followers 334 Following building • ex @meta , @goldmansachs• Mechanistic interpretability @ redacted
Ian Tenney (@iftenney.. @iftenney
2K Followers 539 Following Staff Research Scientist, People + AI Research @GoogleAI #GoogleResearch. Interpretability, analysis, and visualizations for LLMs. Opinions my own.
Gabriel Goh @gabeeegoooh
6K Followers 308 Following Research scientist at @openai (Interpretability, GPT-4 Long Context, DALL-E 1,3)
Asma Ghandeharioun @ghandeharioun
2K Followers 489 Following Research Scientist @GoogleAI working on ML interpretability & human-centered AI, PhD from @MIT
Roma Patel @996roma
2K Followers 506 Following research scientist @deepmind london. language & rl & interpretability & safety. phd @BrownUniversity '22 with ellie pavlick. (she/her)
Eric Wong @ NeurIPS 2.. @RICEric22
2K Followers 106 Following Assistant professor at University of Pennsylvania. Machine learning, optimization, robustness & interpretability.
Eduardo Slonski @EduardoSlonski
751 Followers 322 Following AI Researcher | LLM Training, Interpretability, Evaluation and Capabilities
Alessandro Chiarotto @PhysioAlex
1K Followers 529 Following PT, MSc, PhD, Assistant Professor @ErasmusMC. Musculoskeletal health, clinical epidemiology, PROs measurement & interpretability. Views my own.
Rachel Freedman @FreedmanRach
958 Followers 225 Following RLHF, LLMS, interpretability & safety | PhD researcher @berkeley_ai | Visiting researcher @Cambridge_Uni
Berk Ustun @berkustun
3K Followers 967 Following Assistant Prof @HDSIUCSD. I work on fairness and interpretability in ML. Previously @GoogleAI @Harvard @MIT @UCBerkeley🇨🇭🇹🇷
Verna Dankers @vernadankers
532 Followers 200 Following PhD student in #NLProc 🇳🇱 👩💻 🏴@Edin_CDT_NLP. interpretability x figurative language processing x compositional generalisation. she/her
Tom Lieberum @lieberum_t
951 Followers 178 Following Trying to reduce AGI x-risk by understanding NNs Interpretability RE @DeepMind BSc Physics from @RWTH GWWC pledgee @ https://t.co/Vh2bvwhuwd
Chrisy Bornberg @variint
2K Followers 2K Following Interpretability of modular networks for retinal disease understanding: 👁 @snec_seri @NTUsg | 👁 @MedUni_Wien | 🤰🏻 @WEISS_UCL | she/her
Samuel Marks @saprmarks
720 Followers 79 Following Postdoc studying interpretability for AI safety under @davidbau. PhD in math from @harvard. Previously director of technical programs at https://t.co/FxRv4QgERO.
Gabriele Sarti @ ICLR.. @gsarti_
2K Followers 2K Following PhD Student @GroNLP 🐮, core dev of @InseqLib (https://t.co/tTjrg26ygQ). Interpretability ∩ HCI ∩ #NLProc. Prev: @AmazonScience, @Aindo_AI, @ItaliaNLP_Lab.
Robert Kirk @ ICLR 20.. @_robertkirk
1K Followers 215 Following PhD Student @ucl_dark. LLMs, AI Safety, Generalisation; @Effect_altruism
Curt Tigges @CurtTigges
848 Followers 657 Following ML interpretability research at @AiEleuther | Consciousness, qualia and futurist philosophy
Paul Gavrikov @PaulGavrikov
213 Followers 181 Following PhD student | Computer Vision, Model Interpretability, Professional Delving
Varshini Subhash @VarshiniSubhash
789 Followers 355 Following CS @Harvard | WiT Scholar 22 @AdobeResearch | Previously @nvidia, @CS50 | Interpretability, explainability, LLMs, #NLProc | Running, music, animals.
Michael A. Hedderich @MicHedderich
242 Followers 182 Following Research on ML, NLP, HCI, low-resource, interpretability and mixing ML with other fields. Also experimenting with lemonade that glows in the dark 🥤 (he/him)
Lucia Quirke @lucia_quirke
215 Followers 85 Following Neural network interpretability researcher at EleutherAI
Miryam de Lhoneux/ @m.. @mdlhx
2K Followers 1K Following #NLProc assistant prof @CW_KULeuven, PI @lagom_nlp. I like syntax more than most people. Also multilingual NLP, interpretability, mountains and beer. (She/her)
Danny Halawi @dannyhalawi15
172 Followers 290 Following masters student at @berkeley_ai advised by @JacobSteinhardt. Interested in interpretability, scalable oversight, and forecasting.
Ben Hoover @Ben_Hoov
690 Followers 274 Following AI Visualization & (re)Interpretability Researcher @IBMResearch @GeorgiaTech
Adam Jermyn @AdamSJermyn
1K Followers 191 Following AI Interpretability & Safety @AnthropicAI. Previously at @FlatironInst @FlatironCCA, @KITP_UCSB, PhD @Cambridge_Uni, BS @Caltech.
Miruna @MirunaClinciu
243 Followers 434 Following Research Postgraduate Student https://t.co/tipXoc30Yy @EDINrobotics Explainable AI (XAI) #XAI #ArtificialIntelligence #Art #Interpretability #Explainability
Aaron Mueller @amuuueller
757 Followers 549 Following Postdoc with @boknilev and @davidbau ≡ PhD from @jhuCLSP ≡ Into #NLProc, interpretability, and computational psycholinguistics 💻🧠
Matthew Kowal @MatthewKowal9
289 Followers 255 Following PhD @YorkUniversity / Research Intern @UbisoftLaForge / Technical Lead @VectorInst / Previously @ToyotaResearch @_NextAI / Interpretability and Computer Vision
For Humanity Podcast .. @ForHumanityPod
769 Followers 2K Following The accessible AI safety podcast for all, no tech background necessary. Focused only on human extinction risk #alignment #interpretability #ai #aisafety
Guy Dar @guy_dar1
363 Followers 222 Following #NLProc Researcher | #AI #NLProc #interpretability | opinions my own sadly | off-topic tweets erased periodically | he/him
Josh @JMRLudan
1K Followers 1K Following NLP, Incoming phd student @ upenn, Poking LLMS to see if Interpretability comes out
Tom Dupré la Tour @tomdlt10
388 Followers 260 Following interpretability @openai, previously neuroimaging with @gallantlab, neurophysiology with @agramfort, machine-learning for @scikit_learn
Victor Levoso @VictorLevoso
107 Followers 147 Following Independent mechanistic interpretability researcher.
Frances Ding @FrancesDing
245 Followers 104 Following PhD student in EECS, UC Berkeley. ML fairness and interpretability. ML for protein design.
Jonathan Crabbé @JonathanICrabbe
207 Followers 226 Following 🎓PhD in ML Interpretability @Cambridge_Uni ⚙️ Ex-Research Scientist Intern @Apple & @MSFTResearch 💡 Interested in Interpretability, Robust ML & GenAI
Albert Yu Sun (Going .. @Albertyusun
321 Followers 415 Following ML Research Engineer @dynamo_ai. 🔬: Privacy, NLP, Interpretability. Alum @DukeU. Former Research Intern: @MSFTResearch, @CuraiHQ, @ACLU, @VeraInstitute.
Anna Hedström @anna_hedstroem
280 Followers 257 Following ML PhD student @UMI_Lab_AI at @TUBerlin | evaluation-centric interpretability
Sandro Pezzelle @sandropezzelle
813 Followers 668 Following Assistant Professor at the University of Amsterdam. #NLProc #AI #CogSci #interpretability
Amir Rahnama @amirrahnama_
1K Followers 2K Following Ph.D. candidate @KTHUniversity focusing on Interpretability and Explainability in Machine Learning. Born at 348 PPM.
Maxime Peyrard @peyrardMax
221 Followers 279 Following Junior Professor @CNRS (previously @EPFL, @TUDarmstadt) -- AI Interpretability, causality, and interaction flows between LLM, humans, and tools
Deqing Fu @DeqingFu
416 Followers 727 Following CS PhD Student @CSatUSC. Alum @UChicago, B.S. '20, M.S.' 22. Interpretability of LLM; DL Theory; NLP
ExplAIn Lab @explAIn_lab
96 Followers 67 Following 🔍 Research in Reasoning and Explainable AI 🔍 NLP, Semantics, Model Interpretability and Cross-Disciplinary Applications of AI 🔍 @OfficialUoM and @idiap_ch
Gustavo Lacerda, surf.. @gusl
864 Followers 1K Following Sense-maker. Formerly @metaculus, @Google, @Columbia Stats. Social Epistemology, Judgmental Forecasting, Interpretability, Computational Cogsci, Edu AI.
Leon Sixt @LeonSixt
187 Followers 363 Following Machine Learning PhD Student | Interpretability | FU Berlin | him/he
Bilal Chughtai 🇵�.. @bilalchughtai_
593 Followers 583 Following ai safety | mechanistic interpretability | cambridge mmath
Michael Hanna @michaelwhanna
265 Followers 311 Following PhD student at the University of Amsterdam / ILLC, interested in computational linguistics and (mechanistic) interpretability
Max Lamparth @MLamparth
304 Followers 353 Following Postdoc at @Stanford, @StanfordCISAC, Stanford Center for AI Safety, and the SERI program | Focusing on interpretability, robustness and alignment of LLMs.
Niklas Stoehr @niklas_stoehr
804 Followers 756 Following PhD student @ETH advised by @RyanDCotterell, @Cervisiarius and @AaronSchein ⭕️ Language Model Interpretability and Application ⭕️ @GoogleAI, @TechAtBloomberg
Jean Feng @Jean_J_Feng
497 Followers 459 Following UCSF assistant prof in biostatistics/epi. Interested in ML safety, reliability, and interpretability. I'm hiring! https://t.co/MPL7KLNQ4H
Pia Sommerauer @PiaSommerauer
303 Followers 721 Following Assistant professor in Computational Linguistics. Interested in the interpretability of distributional semantic spaces.
Javier Ferrando @javifer_96
429 Followers 503 Following PhD Student @la_UPC. Interpretability in NLP
Karolis Ramanauskas @Karolis_Ram
334 Followers 437 Following RL & interpretability at @ARTAIBath. Co-organizer of @minerl_official. Member at @GivingWhatWeCan. Rank 3 HCIM in @Runescape. Dad.
Dexter Tsin 錢達熙 @dttsin
533 Followers 767 Following Neural circuits of social behavior, interpretability in ML @Princeton @PrincetonNeuro graduate student @_zoeyxu_ 👫
Nicholas Turner @nicholasturner0
303 Followers 343 Following Research Scientist - ML, Mechanistic Interpretability, Neuroscience ||| Tweets do not represent the views of my employer ||| he/him
Alexa R. Tartaglini @ARTartaglini
435 Followers 482 Following Research scientist @ the Human & Machine Learning Lab, NYU // Interested in representational alignment, interpretability, & more esoteric things
Charlie Marx @CharlieTMarx
286 Followers 402 Following CS PhD student @Stanford. Machine learning, statistics, fairness and interpretability in AI.
John Kang @DrJohnKang
963 Followers 1K Following radiation oncologist | clinical informaticist | unsupervised models, NLP, interpretability, clinical decision making, good tutorials
Jaap Jumelet @JumeletJ
494 Followers 315 Following PhD candidate at UvA with @wzuidema NLP ∩ Interpretability ∩ Linguistics PhD in 5 words: Finding structure in language models
Yibo Jiang @yibophd
281 Followers 446 Following ML PhD Student @UChicago. Causality, Robustness, Interpretability.
Sahra Ghalebikesabi @SGhalebikesabi
592 Followers 602 Following RS @GoogleDeepMind; past: MSR PhD Fellow; @UniofOxford @oxcsml PhD on robustness, privacy and interpretability; intern @DeepMind @MSFTResearch
Francisco Acosta 🦧 @hopfbifurcator
1K Followers 954 Following PhD-ing @UCSBPhysics @geometric_intel lab | prev @MIT | physics ∩ geometry ∩ neuro-computation | mechanistic interpretability for the brain
Silvana Acosta @silacos
451 Followers 1K Following She/Her 🇺🇾 in 🇪🇸 via 🇩🇰🇸🇪 • Data Scientist, PhD Econometrics • Interested in inclusion, diversity, interpretability & communication • Views my own
Jesse Hoogland @jesse_hoogland
870 Followers 1K Following Researcher and decel working on developmental interpretability. Executive Director @ Timaeus
Inseq @InseqLib
308 Followers 639 Following Open-Source Interpretability for Generative Language Models 🔎 🐛
Martin Tutek @mtutek
384 Followers 737 Following Postdoc @ Technion | previously postdoc @ UKP Lab, TU Darmstadt | PhD @ TakeLab, UniZG | Working on interpretability & safety of LLMs.
Yisong Miao @YisongMiao
584 Followers 1K Following 4th Year PhD Student at @wing_nus @nuscomputing. Studying discourse and emojis with a focus on interpretability of LMs . @Charles_Leclerc will win WDC.
Madhumita Sushil @madhumitasushil
469 Followers 707 Following Postdoctoral researcher @UCSF_BCHSI. Previously PhD in clinical NLP and neural network interpretability @clipsua, research intern @Google Research
#EndFemicideKE Brian .. @negamuhia
920 Followers 2K Following Co-Founder @Fahamu_AI, CTO @EquianoAI I make stuff and try to learn efficiently Interests: @MasakhaneNLP, @fastdotai, AI Interpretability, Causality, AIT
Tanmoy Mukherjee @langer_han
668 Followers 2K Following Senior researcher imec.Avid reader. Interested in ML/Explainability/Interpretability/CV
Tian Yun @tianyunnn
166 Followers 337 Following Current PhD student at @BrownUniversity, co-advised by Ellie Pavlick @Brown_NLP and Chen Sun @jesu9. NLP & Multimodal Learning & Interpretability.
Tanya Chowdhury @ta_knee_aa
370 Followers 960 Following Ph.D. Candidate at @umasscs. Prev @genentech @Google @IIITDelhi. Dabbling with Interpretability, Retrieval and some Bioinformatics.
Davis Brown @davisbrownr
361 Followers 979 Following Research in interpretability, science of deep learning, safety and security @pnnlab. Opinions my own.
Minsuk Kahng @minsukkahng
1K Followers 739 Following Research Scientist @Google PAIR. Previously, Professor @OregonState. PhD @GeorgiaTech. Research: Data Visualization, Human-AI Interaction, ML Interpretability
Epsilon Guanlin Lee @Epsilon_Lee
207 Followers 2K Following PhD, MLer, CLer (NLPer), ML Engineer at https://t.co/gX6Lem59Co, have belief in interpretability research of AI/ML/NNs
Sahil Verma @Sahil1V
477 Followers 1K Following PhD student @uwcse. Robustness and Interpretability in ML. Former intern at @amazon, @itsArthurAI, @ETH_en, @MIT, @NUSingapore. Undergrad @IITKanpur
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