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Amin Saberi

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  • ITCS2 editions2021–2022

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StorySage: Conversational Autobiography Writing Powered by a Multi-Agent FrameworkUIST 20252025-09-28
A system called StorySage implements a five-agent pipeline — Interviewer, Session Scribe, Planner, Section Writer, Session Coordinator — that stores responses…
Talk on
Influencing Cascades: An Algorithmic ViewGraph Limits and Processes on Networks: From Epidemics to Misinformation Boot Camp2022-08-29
Models adoption as asynchronous logit (Glauber) dynamics with inverse-noise beta and a potential function; the main quantitative claim ties the worst-case…
Talk
Beating the Folklore Algorithm for Dynamic MatchingITCS 20222022-01-31
Deterministic algorithm achieves a deterministic (2−ε)-approx for fully dynamic matching with worst-case update time n^{3/4}. It maintains an epsilon-D kernel…
Talk
Sampling Arborescences in ParallelITCS 20212021-01-06
Claims an RNC sampler that outputs a rooted arborescence from a weighted digraph with probability proportional to product of edge weights, running in polylog…
Talk
Computational Complexity of Matching in Ride SharingPlatform Markets 20192019-09-16
A formal model has vertices that stay for d steps and arrive in random order; a simple batching with batch size d+1 is analyzed by reducing competitive…
Talk on
Algorithmic Aspects of Online AdvertisingReal-Time Decision Making2016-07-01
Defines the online budgeted ad-allocation (AdWords) model, proves greedy can be as bad as 1/2 worst-case and gives a multiplicative pacing algorithm that…
Talk
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