#conformalprediction 搜尋結果
On March 20th, @ShahriarFaghani and I will present a workshop on trustworthy retrieval augmented generation with #LLMs and #ConformalPrediction in medicine. The DLI will take place during the @NVIDIAGTC 2024 in San Jose, CA. Looking forward to meet you all! @MayoAILab @Slowvak
'Accuracy Is Not Enough: Building Trustworthy AI with Conformal Prediction' a great talk at at PyData Con DE by Chris Aivazidis #conformalprediction
How do you trust your diffusion model? We answer this question for conditional generation in this #ICML2023 paper with @JacopoTeneggi et al via a convex approach to #conformalprediction with tightest uncertainty interval lengths. Come check it out at poster #230 today at 2pm!
A nice conformal prediciton talk at PyCon Germany 🇩🇪 and a cool application of CatBoost and conformal prediction to space weather. #conformalprediction
📢 New preprint available! We propose ResCP, a novel training-free conformal prediction method for time series. 🔗 Read the preprint: arxiv.org/abs/2510.05060 🤝 @andreacini1994, @mmbronstein, @FilippoMariaBi1 #conformalprediction #timeseries #reservoircomputing
Are foundation models for computer vision good conformal predictors? #conformalprediction openreview.net/pdf?id=Kxdg98g…
#CVPR2023 highlight paper w/ @drmapavone: We combine #ConformalPrediction, #SetMembershipEstimation, #SemidefiniteRelaxation to perform pose estimation with "provably correct" uncertainty quantification: a worst-case error bound from the groundtruth arxiv.org/abs/2303.12246
What are the expectations we have from calibration reliability curve and what we get😭 #calibration #conformalprediction #Statistics
4/7 Our report introduces a four-step approach using #conformalprediction to measure retrieval uncertainty in RAG frameworks. This process involves constructing a calibration set to refine retrieval accuracy based on similarity scores.
@ShahriarFaghani & I had the pleasure this week to hold a workshop on applying #conformalprediction to large language models' retrieval at the @nvidia #GTC2024. Thanks to all attendees, and to organizers, TAs, & specially, @thecoopergamble for their help in organizing this event.
I'm supposed to present 'Conformal Predictive Simulations for Univariate Time Series' at COPA CONFERENCE 2025 in London... Post: thierrymoudiki.github.io/blog/2025/09/0… Poster Abstract: proceedings.mlr.press/v266/moudiki25… #rstats #conformalprediction #Python #Techtonique
A short intro to #ConformalPrediction: an extremely powerful meta-algorithm that you can wrap around any point predictor to quantify the uncertainty of its outputs. 🧵👇🏼
Our future supreme AI overlords can't get enough of #conformalprediction. Luckily there is killer app for that - the repo that turned conformal prediction from niche area into blockbuster technology. Star the repo, spread the word -. github.com/valeman/awesom… #machinelearning
My new article 'How One GitHub Repo Broke the Stagnation of Conformal Prediction' has been published on Medium. #conformalprediction #research #academia
A new online #ConformalPrediction method backed by solid theoretical guarantees. 📈 Join us tomorrow at our poster presentation and learn more about this cutting-edge innovation. #ICML2023 #calibration @AadyotB @yubai01 @CaimingXiong
New blog post on Conformalized Quantile Regression! mlwithouttears.com/2024/01/17/con… #conformalprediction, #mlwithouttears
I have just seen a great paper that showcases our MC-CP method in the environmental sciences! #conformalprediction
🔴 La semana pasada nuestro compañero @albergcg tuvo la oportunidad de presentar el primer resultado de su tesis en #COPA2023 🤖🎯 "An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast Cancer". ¡Enhorabuena! 👏🏼 #ConformalPrediction
Are foundation models for computer vision good conformal predictors? #conformalprediction openreview.net/pdf?id=Kxdg98g…
'Accuracy Is Not Enough: Building Trustworthy AI with Conformal Prediction' a great talk at at PyData Con DE by Chris Aivazidis #conformalprediction
📢 New preprint available! We propose ResCP, a novel training-free conformal prediction method for time series. 🔗 Read the preprint: arxiv.org/abs/2510.05060 🤝 @andreacini1994, @mmbronstein, @FilippoMariaBi1 #conformalprediction #timeseries #reservoircomputing
A nice conformal prediciton talk at PyCon Germany 🇩🇪 and a cool application of CatBoost and conformal prediction to space weather. #conformalprediction
Let’s discuss how it’s shaping the future of trustworthy AI! 👇 #MachineLearning #AI #ConformalPrediction #AnomalyDetection #ResponsibleAI #UncertaintyQuantification
This is the definitive Pro library — built for those who want the complete toolkit for modern forecasting, uncertainty quantification, and tabular AI. #tabulardata #conformalprediction #forecasting #timeseries #AI
'The Science of Prediction' based on classical highly cited paper by Lei and Wasserman's. #conformalprediction youtu.be/l5Lr5ot5qTw
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The Science of Prediction
This is the definitive Pro library — built for those who want the complete toolkit for modern forecasting, uncertainty quantification, and tabular AI. #tabulardata #conformalprediction #forecasting #timeseries #AI
Our future supreme AI overlords can't get enough of #conformalprediction. Luckily there is killer app for that - the repo that turned conformal prediction from niche area into blockbuster technology. Star the repo, spread the word -. github.com/valeman/awesom… #machinelearning
My new article 'How One GitHub Repo Broke the Stagnation of Conformal Prediction' has been published on Medium. #conformalprediction #research #academia
This is the definitive Pro library — built for those who want the complete toolkit for modern forecasting, uncertainty quantification, and tabular AI. #tabulardata #conformalprediction #forecasting #timeseries #AI
Huge thanks to @OmarRivasplata, M. Fontana & P. Fearnhead for being such welcoming hosts (special thanks to Omar for making it happen!). #ConformalPrediction #MachineLearning #AIResearch #Statistics #DataScience
I'm supposed to present 'Conformal Predictive Simulations for Univariate Time Series' at COPA CONFERENCE 2025 in London... Post: thierrymoudiki.github.io/blog/2025/09/0… Poster Abstract: proceedings.mlr.press/v266/moudiki25… #rstats #conformalprediction #Python #Techtonique
I'm supposed to present 'Conformal Predictive Simulations for Univariate Time Series' at COPA CONFERENCE 2025 in London... Post: thierrymoudiki.github.io/blog/2025/09/0… Poster Abstract: proceedings.mlr.press/v266/moudiki25… #rstats #conformalprediction #Python #Techtonique
This is the definitive Pro library — built for those who want the complete toolkit for modern forecasting, uncertainty quantification, and tabular AI. #tabulardata #conformalprediction #forecasting #timeseries #AI
Thanks to everyone who's supported the project so far! #MachineLearning #ConformalPrediction #AI #TrustworthyAI #MLBooks #UncertaintyQuantification
On March 20th, @ShahriarFaghani and I will present a workshop on trustworthy retrieval augmented generation with #LLMs and #ConformalPrediction in medicine. The DLI will take place during the @NVIDIAGTC 2024 in San Jose, CA. Looking forward to meet you all! @MayoAILab @Slowvak
How do you trust your diffusion model? We answer this question for conditional generation in this #ICML2023 paper with @JacopoTeneggi et al via a convex approach to #conformalprediction with tightest uncertainty interval lengths. Come check it out at poster #230 today at 2pm!
Huge thanks to @OmarRivasplata, M. Fontana & P. Fearnhead for being such welcoming hosts (special thanks to Omar for making it happen!). #ConformalPrediction #MachineLearning #AIResearch #Statistics #DataScience
@ShahriarFaghani & I had the pleasure this week to hold a workshop on applying #conformalprediction to large language models' retrieval at the @nvidia #GTC2024. Thanks to all attendees, and to organizers, TAs, & specially, @thecoopergamble for their help in organizing this event.
What are the expectations we have from calibration reliability curve and what we get😭 #calibration #conformalprediction #Statistics
4/7 Our report introduces a four-step approach using #conformalprediction to measure retrieval uncertainty in RAG frameworks. This process involves constructing a calibration set to refine retrieval accuracy based on similarity scores.
My PhD thesis, distilled into 5 minutes by AI! (Okay, just the big-picture conformal prediction concepts.) youtu.be/qu5r7DqNE10 researchgate.net/publication/36… #conformalprediction
A new online #ConformalPrediction method backed by solid theoretical guarantees. 📈 Join us tomorrow at our poster presentation and learn more about this cutting-edge innovation. #ICML2023 #calibration @AadyotB @yubai01 @CaimingXiong
In our latest #ICML2023 paper, we quantify degradation in safety guarantees (coverage) across several #conformalprediction methods and large scale NNs. We hope that better understanding the limits of conformal prediction will lead to safe deployment in real-world applications!
Are foundation models for computer vision good conformal predictors? #conformalprediction openreview.net/pdf?id=Kxdg98g…
“ Conformal Prediction Methods for Distribution Shifts and Causal Effect Estimation” #conformalprediction #causality
🔴 La semana pasada nuestro compañero @albergcg tuvo la oportunidad de presentar el primer resultado de su tesis en #COPA2023 🤖🎯 "An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast Cancer". ¡Enhorabuena! 👏🏼 #ConformalPrediction
Find the details: link.springer.com/article/10.100… #MachineLearning #TemporalPointProcesses #ConformalPrediction #researchpaper
A short intro to #ConformalPrediction: an extremely powerful meta-algorithm that you can wrap around any point predictor to quantify the uncertainty of its outputs. 🧵👇🏼
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