-
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO ...
Millimeter wave (mmWave) communications has been regarded as a key enabling technology for 5G networks. In contrast to conventional multiple-input-multiple-output (MIMO) systems, precoding in mmWave MIMO cannot be performed enti ... Read More >
-
Neighborhood Preserved Sparse Representation for Robust Classification on Symmet ...
Due to its promising classification performance, sparse representation based classification(SRC) algorithm has attracted great attention in the past few years. However, the existing SRC type methods apply only to vector data in ... Read More >
-
OneClock to Rule Them All: Using Time in Networked Applications
This paper introduces OneClock, a generic approach for using time in networked applications. OneClock provides two basic time-triggered primitives: the ability to schedule an operation at a remote host or device, and the ability ... Read More >
-
On the Sample Complexity of Learning Graphical Games
We analyze the sample complexity of learning graphical games from purely behavioral data. We assume that we can only observe the players' joint actions and not their payoffs. We analyze the sufficient and necessary number of sam ... Read More >
-
Knowledge Discovery In GIS Data
Intelligent geographic information system (IGIS) is one of the promising topics in GIS field. It aims at making GIS tools more sensitive for large volumes of data stored inside GIS systems by integrating GIS with other computer ... Read More >
-
Performance Analysis based on Density Evolution on Fault Erasure Belief Propagat ...
In this paper, we will present an analysis on the fault erasure BP decoders based on the density evolution. In the fault BP decoder, messages exchanged in a BP process are stochastically corrupted due to unreliable logic gates a ... Read More >
-
Robust Image Watermarking Using Non-Regular Wavelets
An approach to watermarking digital images using non-regular wavelets is advanced. Non-regular transforms spread the energy in the transform domain. The proposed method leads at the same time to increased image quality and incre ... Read More >
-
Genie: A Longitudinal Study Comparing Physical and Software-augmented Thermostat ...
Thermostats are primary interfaces for occupants of office buildings to express their comfort preferences. However, standard thermostats are often ineffective due to inaccessibility, lack of information, or limited responsivenes ... Read More >
-
On Computation Rates for Arithmetic Sum
For zero-error function computation over directed acyclic networks, existing upper and lower bounds on the computation capacity are known to be loose. In this work we consider the problem of computing the arithmetic sum over a s ... Read More >
-
Bachelor's thesis on generative probabilistic programming (in Russian language, ...
This Bachelor's thesis, written in Russian, is devoted to a relatively new direction in the field of machine learning and artificial intelligence, namely probabilistic programming. The thesis gives a brief overview to the alread ... Read More >