Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
On 17 Jun, 2022 By admin 0 Comments
Artificial Intelligence
Deep Learning-based Massive MIMO CSI Acquisition for 5G Evolution and 6G
On 17 Jun, 2022 By admin 0 Comments
SwinVRNN: A Data-Driven Ensemble Forecasting Model via Learned Distribution Perturbation
On 17 Jun, 2022 By admin 0 Comments
Maximum Flow and Minimum-Cost Flow in Almost-Linear Time
On 17 Jun, 2022 By admin 0 Comments
April, 2022
Abstract
We give an algorithm that computes exact maximum flows and minimum-cost flows on directed graphs with m edges and polynomially bounded integral demands, costs, and capacities in m1+o(1) time. Our algorithm builds the flow through a sequence of m1+o(1) approximate undirected minimum-ratio cycles, each of which is computed and processed in amortized mo(1) time using a new dynamic graph data structure.
Characterizing Drought Behavior in the Colorado River Basin Using Unsupervised Machine Learning
On 8 Jun, 2022 By admin 0 Comments
Causal Machine Learning for Healthcare and Precision Medicine
On 8 Jun, 2022 By admin 0 Comments
Hybrid social learning in human-algorithm cultural transmission
On 26 May, 2022 By admin 0 Comments
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
On 19 May, 2022 By admin 0 Comments
A Generalist Agent
On 18 May, 2022 By admin 0 Comments
May, 2022
Abstract
Neural Program Synthesis with Query
On 18 May, 2022 By admin 0 Comments
May, 2022
Abstract