deca's People
Forkers
nyxflowerdeca's Issues
疑问
- 一些引用了您这篇的推荐Denoising论文,都认为这份工作是reweighting-based method,然后说你的方法通过loss高低分辨clean和noisy 样本,但我觉得他们是否理解有问题呢?我是觉得您这篇文章,正如文中所述,是通过概率建模的角度分析数据中的真实label和观察label之间的条件概率,并非reweighting-based 方法。 您怎么看待这个问题?
- 我个人觉得您这篇论文非常好地建模了目前推荐隐式反馈中的噪声问题,只不过可能对于用数据建模$P(R)$等一些假设可能不是那么地合理或者说实际很难达到预期效果,以及损失函数局限于BCE等缺陷。您觉得我这些看法合理嘛?以及您觉得这份工作还有哪些理论或者实际应用上的缺陷?
期待回复~
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.