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(78)
- News (12)
- Research (44)
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- Faculty Publications (39)
Show Results For
- All HBS Web
(78)
- News (12)
- Research (44)
- Events (1)
- Multimedia (1)
- Faculty Publications (39)
Balancing Risk and Reward: An Automated Phased Release Strategy
Phased releases are a common strategy in the technology industry for gradually releasing new products or updates through a sequence of A/B tests in which the number of treated units gradually grows until full deployment or deprecation. Performing phased releases... View Details
- 2023
- Article
Balancing Risk and Reward: An Automated Phased Release Strategy
By: Yufan Li, Jialiang Mao and Iavor Bojinov
Phased releases are a common strategy in the technology industry for gradually releasing new products or updates through a sequence of A/B tests in which the number of treated units gradually grows until full deployment or deprecation. Performing phased releases in a... View Details
Li, Yufan, Jialiang Mao, and Iavor Bojinov. "Balancing Risk and Reward: An Automated Phased Release Strategy." Advances in Neural Information Processing Systems (NeurIPS) (2023).
- Teaching Interest
Overview
Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research... View Details
Keywords: A/B Testing; AI; AI Algorithms; AI Creativity; Algorithm; Algorithm Bias; Algorithmic Bias; Algorithmic Fairness; Algorithms; Analytics; Application Program Interface; Artificial Intelligence; Causality; Causal Inference; Computing; Computers; Data Analysis; Data Analytics; Data Architecture; Data As A Service; Data Centers; Data Governance; Data Labeling; Data Management; Data Manipulation; Data Mining; Data Ownership; Data Privacy; Data Protection; Data Science; Data Science And Analytics Management; Data Scientists; Data Security; Data Sharing; Data Strategy; Data Visualization; Database; Data-driven Decision-making; Data-driven Management; Data-driven Operations; Datathon; Economics Of AI; Economics Of Innovation; Economics Of Information System; Economics Of Science; Forecast; Forecast Accuracy; Forecasting; Forecasting And Prediction; Information Technology; Machine Learning; Machine Learning Models; Prediction; Prediction Error; Predictive Analytics; Predictive Models; Analysis; AI and Machine Learning; Analytics and Data Science; Applications and Software; Digital Transformation; Information Management; Digital Strategy; Technology Adoption
- Research Summary
Overview
By: Iavor I. Bojinov
Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
- Research Summary
Overview
Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
- 07 Jul 2022
- HBS Case
How a Multimillion-Dollar Ice Cream Startup Melted Down (and Bounced Back)
Might Also Like: Why Digital Is a State of Mind, Not Just a Skill Set Tech Hubs: How Software Brought Talent and Prosperity to New Cities Is A/B Testing Effective? Evidence from 35,000 Startups Related... View Details
Keywords: by Pamela Reynolds
- Web
Online Business Analytics Course | HBS Online
Testing Interpreting A/B Tests Show Hide Details Concepts Designing and Performing Hypothesis Tests Improving the Customer Experience Featured... View Details
- 16 May 2023
- In Practice
After Silicon Valley Bank's Flameout, What's Next for Entrepreneurs?
Like: Why Digital Is a State of Mind, Not Just a Skill Set Tech Hubs: How Software Brought Talent and Prosperity to New Cities Is A/B Testing Effective? Evidence from 35,000 Startups Feedback or ideas to... View Details
- 29 Nov 2022
- Research & Ideas
Is There a Method to Musk’s Madness on Twitter?
and Prosperity to New Cities Is A/B Testing Effective? Evidence from 35,000 Startups Feedback or ideas to share? Email the Working Knowledge team at hbswk@hbs.edu. Image: iStockphoto/hapabapa View Details
- 10 Feb 2020
- In Practice
6 Ways That Emerging Technology Is Disrupting Business Strategy
on master plans and involved time horizons measured in decades. Now, online platforms, algorithms, and ubiquitous data allow firms to test these decisions quickly, sometimes in a matter of months or weeks. Recent work by myself and... View Details
Keywords: by Danielle Kost
- Web
Entrepreneurship - Faculty & Research
tool to update beliefs and improve choices. From the Bayesian perspective, any purposeful information gathering activity testing the promise of a new venture or strategy—from seeking advice to A/B tests—can... View Details
- Web
Business Fundamentals Course - CORe | HBS Online
Modules Business Analytics Beginning with basic descriptive statistics and progressing to regression analysis, you’ll implement analytical techniques in Excel and apply fundamental quantitative methods to real business problems—from performing View Details
- Web
Profiles - MBA
Consumer Tech, Social Impact Tech Formative experience at the intersection of technology and business: A few years ago, I found out that my father was at risk for diabetic retinopathy—a condition that can cause vision loss in diabetics. Realizing that annual View Details
- 21 Jun 2022
- HBS Case
Free Isn’t Always Better: How Slack Holds Its Own Against Microsoft Teams
Set Tech Hubs: How Software Brought Talent and Prosperity to New Cities Is A/B Testing Effective? Evidence from 35,000 Startups Related reading from the Working Knowledge Archives Schumpeterian Competition... View Details
- 04 Dec 2019
- Book
Creating the Experimentation Organization
scale to have a giant impact.” About the Author Michael Blanding is a writer based in Boston. [Image: ndresr] Related Reading At Booking.com, Innovation Means Constant Failure Jumpstarting Innovation: Using Disruption to Your Advantage Research Paper: Experimentation... View Details
Keywords: by Michael Blanding
- 06 Feb 2019
- Blog Post
7 Tips for a Successful Technology Venture Immersion
mid-sized A/B testing SaaS company—for one year, then Uber for three years. I knew that I wanted to pursue an MBA to complement my undergraduate engineering degree. However, knowing that I wanted to return... View Details
- 06 Sep 2022
- Blog Post
To Go-Go: A Foodtech Startup Serves Up Scale in Latin America
operations, analyzing what is already available for delivery in target markets and mining its own data to see what works and what doesn’t. “We run A/B testing around price, around pictures, around menu... View Details
- 29 May 2013
- Blog Post
It’s going to be a beautiful summer…
to the technology side of things. Specifically, I am interning in the Direct (dot com) Marketing group and working on developing an A/B testing and targeting strategy for the company. In simple terms, View Details
Keywords: Consumer Products / Retail
- 9 AM – 10 AM EDT, 20 Mar 2019
- HBS Online
HBS Online Business Analytics
Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies.
Program Dates: March 20, 2019 - May 15, 2019 View Details
- 9 AM – 9 AM EDT, 09 Oct 2018
HBX Business Analytics
Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: October 9, 2018 - December 6, 2018 View Details