Examining the facts and figures of the coronavirus outbreak, epidemiologist Larry Brilliant evaluates the global response in a candid interview with head of TED Chris Anderson. Brilliant lays out a clear plan to end the pandemic -- and shows why, to achieve it, we'll have to work together across political and geographical divides. "This is not the zombie apocalypse; this is not a mass extinction event," he says. "We need to be the best version of ourselves." (Recorded April 22, 2020)

Dual first-order methods are essential techniques for large-scale constrained convex optimization. However, when recovering the primal solutions, we need $T(epsilon^{-2})$ iterations to achieve an $epsilon$-optimal primal solution when we apply an algorithm to the non-strongly convex dual problem with $T(epsilon^{-1})$ iterations to achieve an $epsilon$-optimal dual solution, where $T(x)$ can be $x$ or $sqrt{x}$. In this paper, we prove that the iteration complexity of the primal solutions and dual solutions have the same $Oleft(frac{1}{sqrt{epsilon}} ight)$ order of magnitude for the accelerated randomized dual coordinate ascent. When the dual function further satisfies the quadratic functional growth condition, by restarting the algorithm at any period, we establish the linear iteration complexity for both the primal solutions and dual solutions even if the condition number is unknown. When applied to the regularized empirical risk minimization problem, we prove the iteration complexity of $Oleft(nlog n+sqrt{frac{n}{epsilon}} ight)$ in both primal space and dual space, where $n$ is the number of samples. Our result takes out the $left(log frac{1}{epsilon} ight)$ factor compared with the methods based on smoothing/regularization or Catalyst reduction. As far as we know, this is the first time that the optimal $Oleft(sqrt{frac{n}{epsilon}} ight)$ iteration complexity in the primal space is established for the dual coordinate ascent based stochastic algorithms. We also establish the accelerated linear complexity for some problems with nonsmooth loss, e.g., the least absolute deviation and SVM.

David A. C. Mollinedo.

Source: Brazilian Journal of Probability and Statistics, Volume 34, Number 1, 188--201.

Abstract:
We consider the stochastic transport equation with a possibly unbounded Hölder continuous vector field. Well-posedness is proved, namely, we show existence, uniqueness and strong stability of $W^{1,p}$-weak solutions.

Christian Olivera, Ciprian Tudor.

Source: Brazilian Journal of Probability and Statistics, Volume 33, Number 3, 520--531.

Abstract:
Via a special transform and by using the techniques of the Malliavin calculus, we analyze the density of the solution to a stochastic differential equation with unbounded drift.

Pasha Tkachov.

Source: Bernoulli, Volume 26, Number 2, 1354--1380.

Abstract:
The aim of this paper is to prove stability of traveling waves for integro-differential equations connected with branching Markov processes. In other words, the limiting law of the left-most particle of a (time-continuous) branching Markov process with a Lévy non-branching part is demonstrated. The key idea is to approximate the branching Markov process by a branching random walk and apply the result of Aïdékon [ Ann. Probab. 41 (2013) 1362–1426] on the limiting law of the latter one.

Saint Paul schools are in the market for a vendor to provide background checks, while the Education Technology Joint Powers Authority is seeking media repositories. A Texas district wants quotes on technology for new campuses.

The post Calif. Ed-Tech Consortium Seeks Media Repository Solutions; Saint Paul District Needs Background Check Services appeared first on Market Brief.

More with less. This is the challenge and the mantra for our future. There will be many more of us in the years to come. We will go from a population of 7.6 billion today to 9.8 billion in 2050; yet, with our current rate of usage, there will be less fresh water, less arable soil, less available land for [...]

FAO will attend the fourth Annual Strategic Consultation with the Government of Japan on Tuesday 21 January 2020, in Tokyo, Japan. The objective is to review the progress of [...]

Press release "Saudi G20 Presidency and the Bank for International Settlements (BIS) Innovation Hub invite global innovators to solve RegTech and SupTech challenges", 27 April 2020

The post ECAD Solutions Town Hall Mini-Series appeared first on The SOLIDWORKS Blog.

Penn State’s Sexual Assault Forensic Examination Telehealth (SAFE-T) Center is continuing to provide support to sexual-assault nurse examiners in local hospitals across the commonwealth through their innovative telehealth solution, which allows nurse examiners to partner with local-site nurses during live exams.

There are a wide range and selection of Infrastructure-as-a-Service (IaaS) solutions that are a key component to IT strategies. We test the top five IaaS solutions to help find the best fit for your business.

Managing identity across an ever-widening array of software services and other network boundaries has become one of the most challenging aspects of the IT profession.. We test 10 end-to-end identity management solutions that can help.

The NEC Display Solutions NP-ME401W is a highly capable LCD-based data projector, with high brightness, very good data and video image quality, and a solid set of connection choices.

H K Digital Online comprises of some leading names in real estate, automotive, healthcare, cosmetics, engineering industries and so on. The company has been offering industry specifications to the clients.

H K Digital Online - Engaged in offering local area network solutions, local area network solutions india, local area network solutions in india, wide area networking solutions, virtual private network solutions.

Multimedia Presentation delhi/India,Multimedia presentation,Multimedia presentation sale,Sale presentation software,multimedia presentation software,multimedia presentation software services,CD presentation Delhi

We are hiring 'Assistant / Deputy Manager - Litigation' for our client, a leading insurance company. Position: Assistant Manager / Deputy Manager - Litigation Job location: Ahmedabad Experience: Minimum 4 years in litigation Roles and responsibilities - AM / DM for litigation: Managing West & Central Zone (Gujarat, MP, Maharashtra, Goa, Daman & Diu) who shall work from Ahmedabad office.  Manage the entire litigation for the said zone; Manage the criminal matters, Ombudsman, FIR, recoveries; Handle the Litigation Management Tool; Participate in POSH complaints in his/her zone; The candidate should have at least 4 years of litigation experience, either in practice, law firm or corporate Candidates with acquaintance in the Gujarathi language The interested candidates should share their CVs to jobs@cerebrino.com along with the mention of - Current location Total experience: Experience in litigation: Current CTC Expected CTC Notice period

Congress Rajya Sabha MP Jairam Ramesh on why he chose to write about Indira Gandhi and Nehru, and the reason NDA govt’s NPR is different from UPA’s; says there is no vacancy for Cong president as of now; and warns against the lack of political outreach in Kashmir.

Although Artificial Intelligence is not being used now, Chowdhury says that rapid visualisation and data analysis is being done to provide better solutions.

Amber Solutions, an IoT product company that sells smart outlets, switches and circuit breakers closed Series A Preferred Stock round of financing that equals $3.3M in gross proceeds. Amber will use the funds to support the commercial development of Amber's core technologies.

One of Amber’s product is solid-state circuit interrupter (GFCI) that basically stops harmful levels of electricity from passing through a person. It operates as a safety device alerting the homeowner of electrocution incidents in real time.

Amber Solutions’ core markets are builders that prepare smart home/smart building ready infrastructure, certified electrical contractors or remodelers, and electrical manufacturers.

Other latest funding news include Owlet’s $24M Series B, Axonize’s $6M Series A round and addition of Deutsche Telekom as its strategic investor, and $30M Series B raised by Palo Alto-based Armis.

The Cadence® Connections® Verification Program brings together a worldwide network of services, training, and IP development experts that support Cadence verification solutions. The program members help customer accelerate the adoption of new...(read more)

Nigerian distributed utility company, Arnergy, announced it has raised $9 Million in a Series A round of funding led by Breakthrough Energy Ventures with participation from the Norwegian Investment Fund for Developing Countries (Norfund), EDFI ElectriFI and All On.

Illinois microgrid to test transactive energy markets as a part of the company's commitment to innovation and clean energy

Nigerian distributed utility company, Arnergy, announced it has raised $9 Million in a Series A round of funding led by Breakthrough Energy Ventures with participation from the Norwegian Investment Fund for Developing Countries (Norfund), EDFI ElectriFI and All On.

Hybrid car sales have taken off in recent years, with a fuel-sipping combination of electric- and gas-powered technologies that simultaneously deliver energy efficiency, low emissions, and strong performance. The Energy Department's National Renewable Energy Laboratory (NREL) — which played a pivotal role in putting hybrids on the road — has applied a similar strategy to its talent base and partnerships, bringing together the best minds from the worlds of research and industry.

Clean water — it’s a precious resource in hot demand right now, for more than taking a shower or watering our crops. The United Nations projects the world’s population will grow by another billion people, to 8.4 Billion, by 2030. More people means more need for food, water, electricity, and other necessities. Beyond the obvious demands for water, our increasing appetite for electricity also requires water — and plenty of it. Most of the electricity generated in the U.S. uses water in some capacity.

Developers across Asia are seeking innovative solutions to help them create more liveable and environmentally sustainable cities, opening up opportunities for Australian designers, constructors and building operators.

MAN Energy Solutions, VERBUND and New Brunswick Power are all experimenting with zero-carbon hydrogen as a future fuel source. Mitsubishi Hitachi Power Systems is also considering the alternative.

Rheology Solutions are the exclusive Australian distributor for the world leading manufacturers of optical control systems, temperature control, polymer, rheology and viscometry instruments and equipment.

Datasec Solutions Pty Ltd (Datasec or the Company) is an IT security company based in Melbourne, Australia.