[UCR_DataScience] REMINDER: Data Science talk by Prof. Basak Guler, tomorrow Friday October 21st, 12-1pm, MRB Seminar Room

[Vassilis Tsotras]

Reminder about the Data Science Seminar by Prof. Basak Guler, tomorrow 
Friday at noon.

Please register using the link below if you plan to attend.

best,

V. Tsotras


On 10/16/22 8:19 PM, tsotras at cs.ucr.edu wrote:
> The next Data Science seminar will be on Friday, October 21st, 2022,
> 12:00-1:00pm at the MRB Seminar Room (1st floor).
>
> **** Pizza and refreshments will be provided ****
>
> To keep track of the number of attendees, please *register* at:
> https://www.eventbrite.com/e/data-science-talk-tickets-443083303087
>
> The talk will be given by Prof. Basak Guler, Department of Electrical and
> Computer Engineering, UCR
>
> Title:
> Scalable Privacy-Aware Collaborative Learning
>
>
> Abstract:
>
> Privacy-preserving collaborative learning allows multiple data-owners to
> jointly train machine learning models while keeping their individual
> datasets private from each other. The main bottleneck against the
> scalability of such systems to a large number of participants is their
> communication cost. In this talk, we will introduce novel distributed
> training frameworks that can achieve scalability and privacy-protection
> simultaneously. The proposed frameworks provide strong
> information-theoretic privacy guarantees against (computationally)
> unbounded adversaries, while achieving significant reduction in the
> communication overhead against state-of-the-art secure training protocols.
>
>
> ------------------------------------
> Sponsored by the UCR Data Science Center, the purpose of the Data Science
> Seminars is to foster collaborations between "core" Data Science faculty
> (from CSE/ECE/Stat Departments) and faculty/visitors from other sciences
> that face Data Science problems in their research. These informal
> gatherings are open to interested faculty and graduate students. Each
> meeting will start with a talk describing research problems and then a
> discussion will follow for questions, open problems, ideas for possible
> collaborations etc.
>
> A full list of previous seminars appears at:
> http://datascience.ucr.edu/seminars
>
> Please forward this email to other colleagues or graduate students in your
> lab that may be interested.
>
> Moreover, if you are interested in giving a Data Science related talk,
> please contact me.
>
> Sincerely,
> Vassilis Tsotras
> Professor, CSE Department
> Director, Data Science Major
>
>
>
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