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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
function approximation
biblio
I/O Efficient Approximate Nearest Neighbour Search based on Learned Functions
Submitted by aekwall on Mon, 02/22/2021 - 12:46pm
data-sensitive hashing-based methods
multimedia database
learned index structure
learned hashing
learned functions
input-output programs
indexing
I/O efficiency
high dimensional space
function approximation
external storage scenarios
external memory
data-sensitive indexing
data privacy
approximate nearest neighbour search
ANNS
nearest neighbor search
search problems
file organisation
Predictive Metrics
Measurement
query processing
neural nets
pubcrawl
learning (artificial intelligence)
nearest neighbour methods
biblio
Reinforcement Learning with Budget-Constrained Nonparametric Function Approximation for Opportunistic Spectrum Access
Submitted by grigby1 on Wed, 12/02/2020 - 12:54pm
learning (artificial intelligence)
telecommunication congestion control
state spaces
single-channel carrier-sense multiple-access
Scalability
Resiliency
resilience
reinforcement learning-based radio
Reinforcement learning
Receivers
radio spectrum management
Radio frequency
pubcrawl
opportunistic spectrum access
multichannel adversarial radio
Acceleration
kernel-based reinforcement learning approach
Kernel Method
Kernel
intrinsic state-action space
idle slots
function approximation
Dictionaries
coupled congestion control
congested bands
cognitive radio
channel access actions
carrier sense multiple access
budget-constrained sparsification technique
budget-constrained nonparametric function approximation
