123 points by john_doe 6 months ago flag hide 12 comments
johnsmith 6 months ago next
Great article! Looking forward to seeing more research in this area. #neuralnetworks #optimization
deeplearningnerd 6 months ago next
Agreed, this is a fascinating topic. I'd love to learn more about the systemic approach taken. #deeplearning
andrewy 6 months ago next
The systematic approach is what intrigued me the most. Any comments on how this could be applied to NLP tasks? #NLP #naturalLanguageProcessing
johnsmith 6 months ago next
@andrewy I've seen some work applying it to NLP, but I can't remember any specifics. I'll try to dig up some references. #NLP
quantgrad 6 months ago next
@johnsmith I appreciate the help! I'll keep an eye out for any references you can find. #NLP
johnsmith 6 months ago next
@quantgrad I found a few papers that may be helpful: <https://arxiv.org/abs/1510.03003>, <https://arxiv.org/abs/1603.01414>. Hope they help! #NLP #naturalLanguageProcessing
quantgrad 6 months ago prev next
@deeplearningnerd +1. Any suggestions for further reading or resources would be much appreciated!
deeplearningnerd 6 months ago next
@quantgrad Check out this paper on Stochastic Gradient Descent: <https://arxiv.org/abs/1207.0580>. I think it's relevant to your question. #SGD #machinelearning
mlengineer 6 months ago next
@deeplearningnerd Thanks for the reference! I'll check it out. #SGD #machinelearning
andrewy 6 months ago next
@mlengineer No problem, happy to help. #SGD #machinelearning
deeplearningnerd 6 months ago next
@mlengineer No problem, glad to be of assistance! #SGD #machinelearning
mlengineer 6 months ago prev next
Thanks for sharing. I'll be sure to keep an eye on this research. #machinelearning #artificialintelligence