Moment Constrained Optimal Transport for Control Applications

Thomas Le Corre, Ana Busic, Sean P. Meyn

Action editor: Amir-massoud Farahmand

https://openreview.net/forum?id=2hAtSpnat9

#optimal #constraints #optimizing

Clus-UCB: A Near-Optimal Algorithm for Clustered Bandits

Aakash Gore, Prasanna Chaporkar

Action editor: Junpei Komiyama

https://openreview.net/forum?id=QDMvPO9WJT

#bandits #bandit #optimal

It was a lot of fun to paint 🎨 the closest public library 📚 to my house 🏠 the Pinney Public Library 📚 at sunset 🌇🩷❤️🧡💛💚🩵💙💜

Cheers everyone 🦋🌞🦋

#Peace on Earth ☮️🌎💚🌏💙🌍❤️🕊️

#World #public #library #Madison #Wisconsin #science #faith #optimal #holistic #health #longevity #sunset #fluorescent #colors

Achieving Faster than O(1/t) Convergence in General Convex Federated Learning

Jie Liu, Zuang Wang, Yongqiang Wang

Action editor: Dan Garber

https://openreview.net/forum?id=Dae3jVdPod

#federated #optimal #convex

$$\texttt{C2-DPO}$$: Constrained Controlled Direct Preference Optimization

Kavosh Asadi, Xingzi Xu, Julien Han et al.

Action editor: Alessandro Sordoni

https://openreview.net/forum?id=7h5Ho9t5NL

#constraints #optimal #ai

#optimal

On a Gradient Approach to Chebyshev Center Problems with Applications to Function Learning

Abhinav Raghuvanshi, Mayank Baranwal, Debasish Chatterjee

Action editor: Zhiyu Zhang

https://openreview.net/forum?id=lPZVsDhyj3

#optimization #optimal #gradient

New #J2C Certification:

Stochastic Multi-Objective Multi-Armed Bandits: Regret Definition and Algorithm

Mansoor Davoodi, Setareh Maghsudi

https://openreview.net/forum?id=7N7sK5CFuP

#bandit #bandits #optimal

OneMagnify's Strategic Acquisition of Optimal to Enhance Digital Marketing Solutions OneMagnify, backed by Crestview Partners, has strategically acquired Optimal's Performance Marketing to enhance its digital marketing capabilities and audience data assets.

OneMagnify's Strategic Acquisition of Optimal to Enhance Digital Marketing Solutions #USA #Detroit #OneMagnify #Optimal #Crestview

Sun Com Buys Optimal Sun Com has purchased fellow Cricket dealer Optimal. They now have over ...

#SunComMobile has purchased #Optimal to become the largest #Cricket dealer with 600+ locations - nwida.org/sun-com-buys-optimal

On a Gradient Approach to Chebyshev Center Problems with Applications to Function Learning

New #TMLR-Paper-with-Video:

On a Gradient Approach to Chebyshev Center Problems with Applications to Function Learning

Abhinav Raghuvanshi, Mayank Baranwal, Debasish Chatterjee

https://tmlr.infinite-conf.org/paper_pages/lPZVsDhyj3

#optimization #optimal #gradient

As a holiday gift 🎁 my dad asked for a signed copy of my first book 📖 “World Peace: The Science + Faith of Optimal Holistic Health + Longevity” 🚴‍♂️🏋️‍♀️🥑 This book is also illustrated with my paintings 🖼️

Cheers ✨🦋🌞🦋✨

#Peace on Earth ☮️🌎💚🌏💙🌍❤️🕊️

#Gift #holidays #book #optimal #holistic #health #longevity

Risk‑Seeking Reinforcement Learning via Multi‑Timescale EVaR Optimization

Deep Kumar Ganguly, Ajin George Joseph, Sarthak Girotra, Sirish Sekhar

Action editor: Goran Radanovic

https://openreview.net/forum?id=4nbEgNDsii

#risk #optimal #reinforcement

An Asymptotically Optimal Algorithm for the Convex Hull Membership Problem

Gang Qiao, Ambuj Tewari

Action editor: Ilan Shomorony

https://openreview.net/forum?id=r8eAwBMtlN

#optimal #bandit #exploration

Led by #ArcadiaInternational, #SUPPORT WP5 aims to ensure #dissemination and #optimal #uptake of SUPPORT #results🌱 Read more on the website he-support.eu/workplan/

#communication #horizoneurope #sustainableagriculture #supportipm_EU #IPM

Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning with...

Shaocong Ma, Ziyi Chen, Yi Zhou, Heng Huang

Action editor: Pan Xu

https://openreview.net/forum?id=7l63xwAgAW

#robust #optimization #optimal

Next in our ibidi Tips & Tricks💡🔧

Charlotte Öri recommends testing your gels before using the µ-Slide I Luer 3D. First #screen gel types and #concentrations in the µ-Slide 15 Well 3D or µ-Plate 96 Well 3D to find the #optimal matrix.

🔗https://zurl.co/rDzJs

#tipsandtricks

CTE Member, Optimal, is bringing their S1 battery electric low-floor shuttle to OPTA Nov 19–21 in Columbus! See how their electric, low-floor design is transforming comfort and accessibility.

www.optimal-ev.com/s1

#Optimal #OPTA2025

Verve’s ‘Straight From The Vault’ Series Debuts Strong With Antonio Carlos Jobim’s 1963 Classic “The Composer of Desafinado, Plays” Universal Music's "Verve Vault" reissue series aims to bring back classic titles as high-quality vinyl pressings with accurate artwork at affordable prices.

🌍 At #ESMO25, we caught up with Rianne Rolfes (Netherlands Cancer Institute) during the poster session on the #OPTImaL study, exploring whether chemotherapy can be safely omitted for select #TNBC patients.

Opening soon in Ireland under @rmconnolly.bsky.social @cancerresearch-ucc.bsky.social

New #J2C Certification:

Multi-Bellman operator for convergence of $Q$-learning with linear function approximation

Diogo S. Carvalho, Pedro A. Santos, Francisco S. Melo

https://openreview.net/forum?id=D2PjEPGXgh

#optimal #approximation #bellman

New #J2C Certification:

UCB Exploration for Fixed-Budget Bayesian Best Arm Identification

Rong J.B. Zhu, Yanqi Qiu

https://openreview.net/forum?id=BqSi73krYd

#optimal #allocations #budget

Successor Clusters: A Behavior Basis for Unsupervised Zero-Shot Reinforcement Learning

Louis Bagot, Lucas Nunes Alegre, Steven Latre, Kevin Mets, Bruno Castro da Silva

Action editor: Oleg Arenz

https://openreview.net/forum?id=UB22Tt3sfF

#reinforcement #reward #optimal

Combinatorial Multi-armed Bandits: Arm Selection via Group Testing

Arpan Mukherjee, Shashanka Ubaru, Keerthiram Murugesan, Karthikeyan Shanmugam, Ali Tajer

Action editor: Vidya Muthukumar

https://openreview.net/forum?id=Mq59rTnIfE

#bandits #bandit #optimal