Subject to: Warren Powell (Professor Emeritus at Princeton University, Chief Analytics Officer at Optimal Dynamics), https://t.co/OW2ymFsZJk, #orms #analytics #ReinforcementLearning #stochasticoptimization #sequentialdecisionmaking @WarrenBPowell

A few pics from the #WISDOM #YW4OR Webinar on #StochasticOptimization and #GameTheory that took place today with #YW4OR Speakers Mirjam Mejer, Ninja Soeffker and Laura Davila & Expert panelist Prof. Immanuel Bomze (University of Vienna)

Policy gradient theorem for EES: ∇_θ EES_α(J_c(θ))= 𝔼_τ[Σ_t∇logπ(a_t|s_t)·Ã_c(τ)] where Ã_c(τ) = (J_c(τ)-η_α)/(1-α) if J_c(τ)≥η_α, else 0, with η_α = VaR_α(J_c(θ)). #PolicyGradient #StochasticOptimization

💥 Editor’s Choice Article Stochastic Optimal Strategies and Management of #ElectricVehicles and #Microgrids 👉 https://t.co/SiQ4eymEUI #ElectricVehicle #Microgrid #CompetitiveElectricityMarket #StochasticOptimization #mdpienergies #openaccess #editorschoice

We're sold out well in advance of the event. The @refashiond Ventures Quarterly Executive Salon Series will explore the many facets of supply chain digitization in a series of Invite-Only interactive talks. #SupplyChain #Operations #Technology #StochasticOptimization #AI #VC

#Bookfie | Any doubts I had about this book have now vanished; The authors are now discussing The Traveling Salesman Problem, one of the central problems in supply chain management. #ConstrainedOptimization #StochasticOptimization #AdaptiveLearning

Bias-Variance Trade-off for Clipped Stochastic First-Order Methods: From Bounded Variance to Infinite Mean 👥 Chuan He #AIResearch #MachineLearning #StochasticOptimization #GradientClipping #BiasVarianceTradeoff 🔗 https://t.co/fiPGm0FUT0

Among topics addressed in the Nov. 2020 @ProceedingsIEEE Special Issue are decentralized #optimization; #StochasticOptimization #algorithms; large-scale, distributed convex optimization and #DataAnalytics; and variance-reduced methods for #MachineLearning.

Post-doctoral position on "Advanced analytics and its applications to sustainable energy systems", University of Malaga (Spain). Application deadline: June 30, 2020 More information: https://t.co/HZ5QPcAl1J #BigData #electricity #stochasticoptimization #uncertainty

Introducing a multidimensional #sensitivityanalysis, incorporating stochastic methods for #airpollutionmodeling: “A #StochasticOptimization Technique for UNI-DEM framework“ by V. Todorov, S. Georgiev, I. Dimov, T. Ostromsky. ACSIS Vol. 35 p.1167–1172; https://t.co/Sd1ooDYXFV

Time-Consistent #Investment and #Consumption Strategies under a General #Discount Function by Ishak Alia, Farid Chighoub, Nabil Khelfallah, and Josep Vives J. Risk Financial Manag. 2021, 14(2), 86; https://t.co/ksnTZTOGQl #StochasticOptimization #Portfolio #Equilibrium

Today available online on SIAM J. Optim. "Guaranteed Bounds for General Nondiscrete Multistage Risk-Averse Stochastic Optimization Programs" joint work with Georg Pflug https://t.co/5Z53IXaNcA #optimization #stochasticoptimization

“Decentralized Zeroth-Order Constrained #StochasticOptimization #Algorithms: Frank–Wolfe and Variants With Applications to #BlackBox Adversarial Attacks”, explores Frank-Wolfe constrained #optimization settings and algorithms, and adversarial attacks on #DeepLearning models.

#mdpisensors Cost–Benefit Optimization of #StructuralHealthMonitoring Sensor Networks https://t.co/hrK5EZQgBK @Sensors_MDPI #Bayesian #StochasticOptimization #InformationTheory #SurrogateModeling #ModelOrderReduction

Ph.D. Position in Data-driven Stochastic Optimization 📍Lubbock, TX, USA Apply now: https://t.co/U9ImS2dMUi #PhD #StochasticOptimization #TexasTech #Researchhires #Engineering

Existence and Uniqueness of Pi Using Lemma 3.1 and Theorems from prior literature, we prove: A saddle point always exists The value function Ji is uniquely defined This gives Pi a rigorous mathematical foundation. #MathematicalFinance #StochasticOptimization

Excellent plenary talk of Erick Delage at #JOPT2024 organized by @geradinfo and @CIRRELT, it covers Contextual #StochasticOptimization, covering the content of this survey ( https://t.co/DjExPooJHf) and many other recent works of his group!

18 months postdoc position on "Optimal design of green and resilient supply chain" @EcoledesPonts #StochasticOptimization #SupplyChains

🗓️#SaveTheDate 👉Join us at the #WISDOM #YW4OR Webinar on #StochasticOptimization and #GameTheory on April 25, 3-4pm CET 👉Register at: https://t.co/gZEouyKI7N @EUROonline_News @nancyaukna @MariaAndreinaFr @ozgenkaraer @fssalman @euro_wisdom #WomenInSTEM

Bias-Variance Trade-off for Clipped Stochastic First-Order Methods: From Bounded Variance to Infinite Mean 👥 Chuan He #AIResearch #MachineLearning #StochasticOptimization #GradientClipping #BiasVarianceTradeoff 🔗 https://t.co/fiPGm0FUT0