Multi-Pathway
No mentions found
This entity hasn't been tracked yet, or Iris is still building its knowledge base.
Related Articles from SNS
Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway
new Abstract: Recent analyses of multi-pathway Deep Linear Networks use Gradient Flow to predict a "winner-takes-all" specialization in which path symmetry breaks and each feature concentrates in a single pathway. In this work, we show that discrete Gradient Descent (GD) with a large step size tells a different story. We prove that single-path solutions are sharp minima, whereas distributing signals across pathways reduces sharpness by a factor that decreases with both the number of pathways...
Electric vehicle sales in Australia hit new high in May
Electric vehicle sales in Australia hit new high in May Wed 3 Jun 2026 at 6:09pm In short: One in five vehicles sold in Australia in May was an EV, a new monthly sale record. EVs, along with hybrids and plug-in hybrids, accounted for nearly half of all vehicles sold last month. Experts say the war in Iran and petrol price surge helped spur on some consumers but a broader market change is well underway.
One vehicle, two fuels: India bets big on flex-fuel revolution - what is it?
India’s push for flex-fuel vehicles can help meet twin national goals of cutting crude oil imports and reducing carbon emissions, but will require a full supporting ecosystem from fuel availability to wider model launches, Maruti Suzuki India MD and CEO Hisashi Takeuchi said on Thursday. Speaking at the launch of the company’s first flex-fuel car, Wagon R, Takeuchi said the technology offers benefits that extend beyond the automobile sector, supporting farmers, ethanol producers and the...