120 citations · 1.1k across the 101 of their papers we have counts for
3 papers · 1 filter
LFZip: Lossy compression of multivariate floating-point time series data via improved prediction
Shubham Chandak, Kedar Tatwawadi, Chengtao Wen +3
Time series data compression is emerging as an important problem with the growth in IoT devices and sensors. Due to the presence of noise in these datasets, lossy compression can o…
Minimum Power to Maintain a Nonequilibrium Distribution of a Markov Chain
Dmitri S. Pavlichin, Yihui Quek, Tsachy Weissman
Biological systems use energy to maintain non-equilibrium distributions for long times, e.g. of chemical concentrations or protein conformations. What are the fundamental limits of…
Optimal Communication Rates and Combinatorial Properties for Common Randomness Generation
Yanjun Han, Kedar Tatwawadi, Gowtham R. Kurri +3
We study common randomness generation problems where players aim to generate same sequences of random coin flips where some subsets of the players share an independent common c…