3 papers
cs.LG2024
Causal Influence in Federated Edge Inference
Mert Kayaalp, Yunus Inan, Visa Koivunen +1
In this paper, we consider a setting where heterogeneous agents with connectivity are performing inference using unlabeled streaming data. Observed data are only partially informat…
cs.IT2022
Optimal Policies for Age and Distortion in a Discrete-Time Model
Yunus Inan, Reka Inovan, Emre Telatar
We study a discrete-time model where each packet has a cost of not being sent -- this cost might depend on the packet content. We study the tradeoff between the age and the cost wh…
cs.IT2020
Finite-Level Quantization Procedures for Construction and Decoding of Polar Codes
Yunus Inan, Emre Telatar
We consider finite-level, symmetric quantization procedures for construction and decoding of polar codes. Whether polarization occurs in the presence of quantization is not known i…