Optimizing dyadic nets

AGM Ahmed, P Wonka - ACM Transactions on Graphics (TOG), 2021 - dl.acm.org
… that we use to produce nets with high-quality … nets that we use to show that the space of
dyadic sequences is significantly smaller than that of nets, reducing the possibility of optimizing

Analysis and synthesis of digital dyadic sequences

AGM Ahmed, M Skopenkov, M Hadwiger… - ACM Transactions on …, 2023 - dl.acm.org
dyadic net into a digital dyadic sequence. For example, we can reorder the Hammersley net
or the Larcher-Pillichshammer net into digital dyadicnets and sequences we may optimize

Higher-order interactions can better optimize network synchronization

PS Skardal, L Arola-Fernández, D Taylor… - Physical Review …, 2021 - APS
… In this paper, we study collective dynamics in networks with higher-order interactions, … a
constrained optimization scenario, we observe that there is often an ideal balance of dyadic to …

Complexity and stochastic evolution of dyadic networks

R Baron, J Durieu, H Haller, P Solal - Computers & operations research, 2006 - Elsevier
… is a computationally demanding optimization problem. The … By solving a companion global
optimization problem, this … The expected net benefits of i are given by(4) π i ( s ij , 0 ) = 0 …

Dyadic collaborative manipulation through hybrid trajectory optimization

T Stouraitis, I Chatzinikolaidis, M Gienger… - … on Robot Learning …, 2018 - research.ed.ac.uk
… , for co-manipulation tasks with varied dyadic objective goals. This ability is particularly … by
a joint optimization using non-linear solvers. We demonstrate the efficacy of the optimization

Minimax-optimal classification with dyadic decision trees

C Scott, RD Nowak - IEEE transactions on information theory, 2006 - ieeexplore.ieee.org
… Such models can be locally adapted to optimize the tradeoff … be thought of as comprising
an -net, with the prefix code playing a … The root fragment is then optimized to yield the smallest …

Hawq-v3: Dyadic neural network quantization

Z Yao, Z Dong, Z Zheng, A Gholami… - International …, 2021 - proceedings.mlr.press
… For a supervised setting, the goal is to optimize the following empirical risk minimization …
Note that with this approach, we only need to perform a dyadic scaling of qm and add the result …

[PDF][PDF] On dyadic fairness: Exploring and mitigating bias in graph connections

P Li, Y Wang, H Zhao, P Hong, H Liu - International Conference on …, 2021 - par.nsf.gov
… In overview, we implement the algorithm by separately optimizing the parameter Wθ of GNNs
towards utility, and adjusting A towards dyadic fairness by gradient descent and empirical …

Assessing neural synchrony in tutoring dyads

B Stone, A Skinner, M Stikic, R Johnson - … , AC 2014, Held as Part of HCI …, 2014 - Springer
… to the assessment of tutor/tutee dyads within the context of a … -solving to ensure optimized
scoring through clearing lines in sets … were networked via a serial port network in star topology. …

[图书][B] Dyadic decision trees

C Scott - 2004 - Citeseer
… Such models can be locally adapted to optimize the trade-off between bias and variance. In
classification a 0 − 1 loss is used. Traditional estimation error bounds in this case give rise to …