6 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Sequential Reservoir Computing for Efficient High-Dimensional Spatiotemporal Forecasting
Ata Akbari Asanjan, Filip Wudarski, Daniel O'Connor +4
Forecasting high-dimensional spatiotemporal systems remains computationally challenging for recurrent neural networks (RNNs) and long short-term memory (LSTM) models due to gradien…
cs.LG2020
RBM-Flow and D-Flow: Invertible Flows with Discrete Energy Base Spaces
Daniel O'Connor, Walter Vinci
Efficient sampling of complex data distributions can be achieved using trained invertible flows (IF), where the model distribution is generated by pushing a simple base distributio…
math.OC2018★ 6 cited
Breaking the Span Assumption Yields Fast Finite-Sum Minimization
Robert Hannah, Yanli Liu, Daniel O'Connor +1
In this paper, we show that SVRG and SARAH can be modified to be fundamentally faster than all of the other standard algorithms that minimize the sum of smooth functions, such…