220 citations · 388 across the 33 of their papers we have counts for
15 papers · 1 filter
Incentivized Federated Learning and Unlearning
Ningning Ding, Zhenyu Sun, Ermin Wei +1
To protect users' right to be forgotten in federated learning, federated unlearning aims at eliminating the impact of leaving users' data on the global learned model. The current r…
Strategic Information Revelation in Crowdsourcing Systems Without Verification
Chao Huang, Haoran Yu, Jianwei Huang +1
We study a crowdsourcing problem where the platform aims to incentivize distributed workers to provide high quality and truthful solutions without the ability to verify the solutio…
Competition among Ride Service Providers with Autonomous Vehicles
Arnob Ghosh, Randall Berry
Autonomous vehicles (AVs) are attractive for ride service providers (RSPs) in part because they eliminate the need to compete for human drivers. We investigate a scenario where two…
Learning to Price Vehicle Service with Unknown Demand
Haoran Yu, Ermin Wei, Randall A. Berry
It can be profitable for vehicle service providers to set service prices based on users' travel demand on different origin-destination pairs. The prior studies on the spatial prici…
Price Competition with LTE-U and WiFi
Xu Wang, Randall Berry
LTE-U is an extension of the Long Term Evolution (LTE) standard for operation in unlicensed spectrum. LTE-U differs from WiFi, the predominant technology used in unlicensed spectru…
Monetizing Mobile Data via Data Rewards
Haoran Yu, Ermin Wei, Randall A. Berry
Most mobile network operators generate revenues by directly charging users for data plan subscriptions. Some operators now also offer users data rewards to incentivize them to watc…
Quantized VCG Mechanisms for Polymatroid Environments
Hao Ge, Randall Berry
Many network resource allocation problems can be viewed as allocating a divisible resource, where the allocations are constrained to lie in a polymatroid. We consider market-based…
Investment in EV charging spots for parking
Brendan Badia, Randall Berry, Ermin Wei
As demand for electric vehicles (EVs) is expanding, meeting the need for charging infrastructure, especially in urban areas, has become a critical issue. One method of adding charg…
Competition with Three-Tier Spectrum Access and Spectrum Monitoring
Arnob Ghosh, Randall Berry
The Citizens Broadband Radio Service (CBRS) recently adopted in the U.S. enables two tiers of commercial users to share spectrum with a third tier of incumbent users. This sharing…
Analyzing Location-Based Advertising for Vehicle Service Providers Using Effective Resistances
Haoran Yu, Ermin Wei, Randall A. Berry
Vehicle service providers can display commercial ads in their vehicles based on passengers' origins and destinations to create a new revenue stream. In this work, we study a vehicl…
The impact of bundling licensed and unlicensed wireless service
Xu Wang, Randall Berry
Unlicensed spectrum has been viewed as a way to increase competition in wireless access and promote innovation in new technologies and business models. However, several recent pape…
The Value of Sharing Intermittent Spectrum
Randall Berry, Michael Honig, Thanh Nguyen +2
Recent initiatives by regulatory agencies to increase spectrum resources available for broadband access include rules for sharing spectrum with high-priority incumbents. We study a…
The value of Side Information in Secondary Spectrum Markets
Arnob Ghosh, Saswati Sarkar, Randall Berry
In a secondary spectrum market primaries set prices for their unused channels to the secondaries. The payoff of a primary depends on the availability of unused channels of its comp…
The Cost of Free Spectrum
Thanh Nguyen, Hang Zhou, Randall A. Berry +2
There has been growing interest in increasing the amount of radio spectrum available for unlicensed broad-band wireless access. That includes "prime" spectrum at lower frequencies,…
Searching and Bargaining with Middlemen
Thanh Nguyen, Vijay G. Subramanian, Randall A. Berry
We study decentralized markets with the presence of middlemen, modeled by a non-cooperative bargaining game in trading networks. Our goal is to investigate how the network structur…