71 citations · 306 across the 25 of their papers we have counts for
27 papers
On entropy-constrained Gaussian channel capacity via the moment problem
Adway Girish, Shlomo Shamai, Emre Telatar
We study the capacity of the power-constrained additive Gaussian channel with an entropy constraint at the input. In particular, we characterize this capacity in the low signal-to-…
On the Fusion Strategies for Federated Decision Making
Mert Kayaalp, Yunus Inan, Visa Koivunen +2
We consider the problem of information aggregation in federated decision making, where a group of agents collaborate to infer the underlying state of nature without sharing their p…
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…
A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization
Yunus Inan, Mert Kayaalp, Ali H. Sayed +1
We study a distributed hypothesis testing setup where peripheral nodes send quantized data to the fusion center in a memoryless fashion. The \emph{expected} number of bits sent by…
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference
Mert Kayaalp, Yunus Inan, Emre Telatar +1
We study the asymptotic learning rates under linear and log-linear combination rules of belief vectors in a distributed hypothesis testing problem. We show that under both combinat…
Social Learning under Randomized Collaborations
Yunus Inan, Mert Kayaalp, Emre Telatar +1
We study a social learning scheme where at every time instant, each agent chooses to receive information from one of its neighbors at random. We show that under this sparser commun…