---
# System prepended metadata

title: FairSNMF-resubmission + Follow up idea
tags: [Papers]

---

###### tags: `Papers`
# 1) Re-submission of AAAI 


### Draft update based on AAAI comments:
* method novelty: Misunderstanding because of the way I tell the story. Seems like there is a dense focus on the FairSC paper. I will shade the focus from FairSC and better motivate our own model.
    * Update Intro (Contribution) 
    * Update Backgrounds
    * Separate Related Works section
* lack of discussion about NNs: I will add a brief lit review comparing NMf with NNs and  also mention why there is less works in this direction. According to [JMLR-2023 paper (DMoN)](https://www.jmlr.org/papers/volume24/20-998/20-998.pdf), because of end-to-end task of graph-clustering GNNs don't perform well ...
    * Add this and two papers comparing NMF and NNs to related works
* Experiments:
    *  NN comparison: I can add this DMoN to comparison.
    
 
## Timeline

| Venue  | Time  |Task     |Person|
|--------|-------|---------|------|
|ICWE |Now - January 05 |Draft Update| Siamak - Amjad
|ICWE |January 05 - January 26 | Revise and comment |   Eirini - maybe Fariba and Tai?
|        |       |         |   

# 2) Follow-up idea
### Requirements:
* Literature review on consistency of group and individual fairness together
* What other models do it
* Should we use side information ? Similar to the MSc thesis from Eirini's greek student.
* Tentative target: probably we can go with KDD, ICML or UAI according to time constraint. Probably we have a better chance for UAI. 


Based on the quality of the draft we will decide:


|Conference   |Abstract Deadline  |Full Paper Deadline   |Author Notification| Camera Ready|    
|-----------|-------|---------| ----------------------------|---|
|[ICWE](https://icwe2024.webengineering.org/) | January 26 | February 02   | March 22 | April 08
| [KDD](https://kdd2024.kdd.org/) 1st round | February 01|  February 08 | May 2024       |  - 
| [KDD](https://kdd2024.kdd.org/) 2nd round | July 25| August 01 |  - | -
|[FAccT](https://facctconference.org/2024/cfp)| January 11| January 18| March 13-27| -
| [IJCAI](https://ijcai24.org/important-dates/)| January 10| January 17 |- Fast Reject: Feb 22 <br> - Rebuttal: March 18-21 <br>- Final notif: April 16 |-
| [ICML](https://icml.cc/Conferences/2024/Dates)| -| February 01 | March 20-28 | May 01
|[UAI](https://www.auai.org/uai2024/call_for_papers)|-|February 09| April 01-08| April 25
|[COLT](http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=170131&copyownerid=106070)|CFP not released yet|around Feb 10| May 15|-
|[ICWSM](https://www.icwsm.org/2024/index.html/)|-|January 15| March 15|-
