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Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradient-based learning
coink  deep-learning  adagrad  adaptive  learning  rate 
7 days ago by paunit
Startups: Conventional Wisdom Says 90% Fail. Data Says Otherwise. | Fortune
"the real percentage of venture-backed startups that fail—as defined by companies that provide a 1X return or less to investors—has not risen above 60% since 2001. Even amid the dotcom bust of 2000, the failure rate topped out at 79%."

However, http://qr.ae/TUTdCa (https://s3.amazonaws.com/startupcompass-public/StartupGenomeReport2_Why_Startups_Fail_v2.pdf) mentions 90%
debunk  statup  failure  rate  statistics 
16 days ago by dandv
The child-free life: Why so many American women are deciding not to have kids
No surveys or anything. Speculation that it's women's choice to be #ChildFree, not the economy

"The American birthrate is sinking: 3.8 million babies were born last year — the lowest number in three decades"
children  statistics  birth  rate  USA  DINK 
16 days ago by dandv
Salesforce keeps revenue pedal to the metal with another mammoth quarter
"Salesforce just keeps on growing revenue. In another remarkable quarter, the company announced 3.01 billion in revenue for Q1 2019 with no signs of slowing down. That puts the CRM giant on a run rate of over $12 billion with the company’s most optimistic projections suggesting it could go even higher. It’s also the first time they have surpassed $3 billion in revenue for a quarter."
cloud  earnings  enterprise  crm  marc  benioff  revenue  run  rate  salesforce 
17 days ago by jonerp
Interest Rate Converters
How do you work out APR from monthly interest rate? with the Interest Rate Converter, Convert monthly to annual APR or annual to monthly
calculator  money  interest  calculators  monthlyinterest  rate 
4 weeks ago by adanova
The great majority of violent crime in America goes unsolved - Vox
To put it another way, most US crimes, from murder to common theft, are unreported, and the great majority of crimes that are reported aren’t solved.

America’s biggest problem is that most criminal offenders aren’t likely to get caught; their certainty of punishment is very, very low.

In New York City, for instance, 86 percent of 2013 homicides involving a white victim were solved, compared to 45 percent of those involving a black victim

Research shows clearly that the chance of being caught is a vastly more effective deterrent than even draconian punishment.“

In mostcities across the nation, 3 to 5 percent of city blocks account for 50 to 75 percent of all shootings and killings, with 1 percent of a city’s population responsible for 50 to 60 percent of all homicides.”
USA  crime  rate  solved  statistics  police 
5 weeks ago by dandv
What is my day rate?
The day rate calculator from the 1tap Receipts team.
business  freelance  tool  calculator  rate  freelancing  day  rates  work 
5 weeks ago by brianburns
2018 Freelance Developer Hourly Rates | CodementorX®
Explore the freelance rates of developers for
different tech stacks. Use our interactive tool to see and compare
hourly rates based on different experience levels and locations.
freelance  freelancer  pay  income  rate  calculator  web  internet 
5 weeks ago by jennettefulda

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