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New #J2CCertification: Testing with Non-identically Distributed Samples Shivam Garg, Chirag Pabbaraju, Kirankumar Shiragur, Gregory Valiant openreview.net/forum?id=FUzvz… #distributional #distributions #distribution


'Optimizing Return Distributions with Distributional Dynamic Programming', by Bernardo Ávila Pires et al. jmlr.org/papers/v26/25-… #reinforcement #distributional #rewards


(Open Access) Distributional Reinforcement Learning: freecomputerbooks.com/Distributional… Look for "Read and Download Links" section to download. Follow me if you like this post. #MultiAgent #Distributional #ReinforcementLearning #MachineLearning #ML #DeepLearning #LLMs #GenAI #GenerativeAI

ecomputerbooks's tweet image. (Open Access) Distributional Reinforcement Learning: freecomputerbooks.com/Distributional…

Look for "Read and Download Links" section to download. Follow me if you like this post.
#MultiAgent #Distributional #ReinforcementLearning #MachineLearning #ML #DeepLearning #LLMs #GenAI #GenerativeAI

An analysis of distributional reinforcement learning with Gaussian mixtures openreview.net/forum?id=b4VgI… #transport #distributional #optimal


Flow Models for Unbounded and Geometry-Aware Distributional Reinforcement Learning openreview.net/forum?id=baH15… #distributional #distributions #quantile


#Distributional Trends and Species #Richness of Maryland, USA, #Stoneflies, with an Emphasis on the Appalachian Region” by Phillip N. Hogan and Scott A. Grubbs 👉brnw.ch/21wKQ6n. The article has captured the attention of scientists world wide with over 2300 reads! 🪰

EcologiesMDPI's tweet image. “#Distributional Trends and Species #Richness of Maryland, USA, #Stoneflies, with an Emphasis on the Appalachian Region” by Phillip N. Hogan and Scott A. Grubbs 👉brnw.ch/21wKQ6n. 

The article has captured the attention of scientists world wide with over 2300 reads! 🪰

#Distributional, a San Francisco-based enterprise AI testing platform, raised $19 million in Series A funding. Two Sigma Ventures led the round and was joined by Andreessen Horowitz, Operator Collective, NextEra Energy, and others. #technology


🚀 Exciting news! Distributional has raised $19M to automate AI model and app testing, revolutionizing the tech industry. This investment will drive innovation and efficiency in AI development. #Distributional #AI #TechNews #Innovation #Automation: ift.tt/h0ZCwXc


The #distributional effects of unconventional policies are much more targeted and thus more visible to the public, b/c CB ends up picking winners and losers, via purchase of public and private securities.


🌟2 weeks to apply for a 4-year fully funded #PhD Position on #Distributional Effects of #Climate Impacts & #Adaptation, focusing on economic analysis (#econometrics, #CGE, microdata). Details: academictransfer.com/en/344366/phd-… Join us in beautiful Delft! @TPMTUDelft

TanjaFilatova's tweet image. 🌟2 weeks to apply for a 4-year fully funded #PhD Position on #Distributional Effects of #Climate Impacts & #Adaptation, focusing on economic analysis (#econometrics, #CGE, microdata). Details: academictransfer.com/en/344366/phd-… Join us in beautiful Delft!  @TPMTUDelft

'Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds', by Hao Liang, Zhi-Quan Luo. jmlr.org/papers/v25/22-… #optimism #risk #distributional


'Unsupervised Tree Boosting for Learning Probability Distributions', by Naoki Awaya, Li Ma. jmlr.org/papers/v25/22-… #boosting #ensembles #distributional


2/ It will explore two key questions: 1⃣How should #EnergyTransition policies be designed? 2⃣What are the #distributional effects of the Energy Transition, and how can they be addressed?


Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic. Action editor: Bryon Aragam. openreview.net/forum?id=5g5zF… #causal #embeddings #distributional


Find TPC's preliminary #distributional estimates under, “Unified Framework for Fixing Our Broken #TaxCode.” tpc.io/2xQvn8P

TaxPolicyCenter's tweet image. Find TPC's preliminary #distributional estimates under, “Unified Framework for Fixing Our Broken #TaxCode.” tpc.io/2xQvn8P

For the first time, #distributional maps of 12 #marine #mammals and 12 #seabirds in the NE #Atlantic, made by a large panel of good scientists. Useful for #conservation and #management. Read it here: besjournals.onlinelibrary.wiley.com/doi/abs/10.111…

AngelBorjaYerro's tweet image. For the first time, #distributional maps of 12 #marine #mammals and 12 #seabirds in the NE #Atlantic, made by a large panel of good scientists. Useful for #conservation and #management. Read it here: besjournals.onlinelibrary.wiley.com/doi/abs/10.111…

The Annual Conference of the Chaire @banquedefrance has started ! Here, Jonathan D. Ostry (IMF and @cepr_org) on "The #Aggregate and #Distributional Effects of #Financial #Globalization : Evidence from #Macro and #Sectoral Data"

PSEinfo's tweet image. The Annual Conference of the Chaire @banquedefrance has started !
Here, Jonathan D. Ostry (IMF and @cepr_org) on "The #Aggregate and #Distributional Effects of #Financial #Globalization : Evidence from #Macro and #Sectoral Data"

#Tomorrow our second seminar on the #Distributional Effects of #Trade

gladyslopezwb's tweet image. #Tomorrow our second seminar on the #Distributional Effects of #Trade
gladyslopezwb's tweet image. #Tomorrow our second seminar on the #Distributional Effects of #Trade

(Open Access) Distributional Reinforcement Learning: freecomputerbooks.com/Distributional… Look for "Read and Download Links" section to download. Follow me if you like this post. #MultiAgent #Distributional #ReinforcementLearning #MachineLearning #ML #DeepLearning #LLMs #GenAI #GenerativeAI

ecomputerbooks's tweet image. (Open Access) Distributional Reinforcement Learning: freecomputerbooks.com/Distributional…

Look for "Read and Download Links" section to download. Follow me if you like this post.
#MultiAgent #Distributional #ReinforcementLearning #MachineLearning #ML #DeepLearning #LLMs #GenAI #GenerativeAI

Measuring the #distributional effects of #trade is possible due to recent micro #databases today at our training @WBG_Poverty

gladyslopezwb's tweet image. Measuring the #distributional effects of #trade is possible due to recent micro #databases  today at our training @WBG_Poverty
gladyslopezwb's tweet image. Measuring the #distributional effects of #trade is possible due to recent micro #databases  today at our training @WBG_Poverty
gladyslopezwb's tweet image. Measuring the #distributional effects of #trade is possible due to recent micro #databases  today at our training @WBG_Poverty
gladyslopezwb's tweet image. Measuring the #distributional effects of #trade is possible due to recent micro #databases  today at our training @WBG_Poverty

Empirical Study on Optimizer Selection for Out-of-Distribution Generalization openreview.net/forum?id=ipe0I… #learning #distributional #classification

TmlrSub's tweet image. Empirical Study on Optimizer Selection for Out-of-Distribution Generalization

openreview.net/forum?id=ipe0I…

#learning #distributional #classification

Northernmost record of Clark’s Grebe, Aechmophorus clarkii (Lawrence, 1858), in Coahuila state, Mexico #Avifauna #conservation #distributional #newrecord. doi.org/10.15560/15.5.…

cklistjournal's tweet image. Northernmost record of Clark’s Grebe, Aechmophorus clarkii (Lawrence, 1858), in Coahuila state, Mexico
#Avifauna #conservation #distributional #newrecord.
doi.org/10.15560/15.5.…

The Multiquadric Kernel for Moment-Matching Distributional Reinforcement Learning openreview.net/forum?id=z49ea… #distributional #distributions #distribution

TmlrSub's tweet image. The Multiquadric Kernel for Moment-Matching Distributional Reinforcement Learning

openreview.net/forum?id=z49ea…

#distributional #distributions #distribution

New political formation emerging. #Distributional Conflict returns. Cultural conflict btw open vs #closed #macron #LePen #Clinton #Trump

marc_saxer's tweet image. New political formation emerging. #Distributional Conflict returns. Cultural conflict btw open vs #closed #macron #LePen #Clinton #Trump

@AlessandroTabe1 presenting his PhD work @ #SSC2022 . We quantify #economic & #distributional effects of households #adaptation, and quantify the adaptation #gap. Tnx to @ERC_Research, @AndreaRoventini , Francesco Lamperti, @a_hadjimichael @BraytonNoll

TanjaFilatova's tweet image. @AlessandroTabe1 presenting his PhD work @ #SSC2022 . We quantify #economic & #distributional effects of households #adaptation, and quantify the adaptation #gap. Tnx to @ERC_Research, @AndreaRoventini , Francesco Lamperti, @a_hadjimichael @BraytonNoll

New approach by @hallegatte from @WBG_Climate for evaluating investment choices for #climate #adaptation with #distributional considerations: look at #wellbeing losses that combine risk to exposed assets and socio-economic #resilience #sf19denver

etrutnevyte's tweet image. New approach by @hallegatte from @WBG_Climate for evaluating investment choices for #climate #adaptation with #distributional considerations: look at #wellbeing losses that combine risk to exposed assets and socio-economic #resilience #sf19denver

Lo studio 📈🖍️📕 DIA #distributional #impact #assessments di @DemmUnimi e @FbkIrvapp un contributo fondamentale allo sviluppo del lavoro della @EU_Commission sulla #lotta alle #disuguaglianze. Leggi la notizia al link! demm.unimi.it/ecm/home/aggio…

DemmUnimi's tweet image. Lo studio 📈🖍️📕 DIA #distributional #impact #assessments di @DemmUnimi e @FbkIrvapp un contributo fondamentale allo sviluppo del lavoro della @EU_Commission sulla #lotta alle #disuguaglianze.

Leggi la notizia al link!

demm.unimi.it/ecm/home/aggio…

#Distributional #Semantics in R: Part 1 {tm} classes + read/write hubs.ly/H05KS3_0

DatSciAi's tweet image. #Distributional #Semantics in R: Part 1 {tm} classes + read/write hubs.ly/H05KS3_0

Commissioner @KadriSimson speaking now at @eurelectric debate about the new study on #distributional effects "Investing in future sectors like clean energy" is critical and putting "citizens at the centre" #Equality #Sustainability

MaximoBXL's tweet image. Commissioner @KadriSimson speaking now at @eurelectric debate about the new study on #distributional effects 

"Investing in future sectors like clean energy" is critical and putting "citizens at the centre"

#Equality #Sustainability

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