default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAshia Wilson
Person information
- affiliation: MIT, Cambridge, MA, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2021
[j1]Ashia C. Wilson, Ben Recht, Michael I. Jordan:
A Lyapunov Analysis of Accelerated Methods in Optimization. J. Mach. Learn. Res. 22: 113:1-113:34 (2021)
Conference and Workshop Papers
- 2024
- [c15]Shomik Jain, Dana Calacci, Ashia Wilson:
As an AI Language Model, "Yes I Would Recommend Calling the Police": Norm Inconsistency in LLM Decision-Making. AIES (1) 2024: 624-633 - [c14]Ishana Shastri, Shomik Jain, Barbara Engelhardt, Ashia Wilson:
Automating Transparency Mechanisms in the Judicial System Using LLMs: Opportunities and Challenges. AIES (1) 2024: 1357-1367 - [c13]Vishwak Srinivasan, Andre Wibisono, Ashia C. Wilson:
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm. COLT 2024: 4593-4635 - [c12]Shomik Jain
, Vinith M. Suriyakumar, Kathleen Creel, Ashia Wilson:
Algorithmic Pluralism: A Structural Approach To Equal Opportunity. FAccT 2024: 197-206 - [c11]Qiang Fu, Ashia Camage Wilson:
Mean-field Underdamped Langevin Dynamics and its Spacetime Discretization. ICML 2024 - [c10]Shomik Jain, Kathleen Creel, Ashia Camage Wilson:
Position: Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized. ICML 2024 - 2023
- [c9]Qiang Fu, Dongchu Xu, Ashia Camage Wilson:
Accelerated Stochastic Optimization Methods under Quasar-convexity. ICML 2023: 10431-10460 - 2022
- [c8]Simon Weissmann, Ashia Wilson, Jakob Zech:
Multilevel Optimization for Inverse Problems. COLT 2022: 5489-5524 - [c7]Vinith M. Suriyakumar, Ashia C. Wilson:
Algorithms that Approximate Data Removal: New Results and Limitations. NeurIPS 2022 - 2020
- [c6]Ashia C. Wilson, Maximilian Kasy, Lester Mackey:
Approximate Cross-validation: Guarantees for Model Assessment and Selection. AISTATS 2020: 4530-4540 - [c5]Lydia T. Liu, Ashia Wilson, Nika Haghtalab, Adam Tauman Kalai, Christian Borgs, Jennifer T. Chayes:
The disparate equilibria of algorithmic decision making when individuals invest rationally. FAT* 2020: 381-391 - 2019
- [c4]Ashia C. Wilson, Lester Mackey, Andre Wibisono:
Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions. NeurIPS 2019: 13533-13543 - 2017
- [c3]Stephen Tu, Shivaram Venkataraman, Ashia C. Wilson, Alex Gittens, Michael I. Jordan, Benjamin Recht:
Breaking Locality Accelerates Block Gauss-Seidel. ICML 2017: 3482-3491 - [c2]Ashia C. Wilson, Rebecca Roelofs, Mitchell Stern, Nati Srebro, Benjamin Recht:
The Marginal Value of Adaptive Gradient Methods in Machine Learning. NIPS 2017: 4148-4158 - 2013
- [c1]Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C. Wilson, Michael I. Jordan:
Streaming Variational Bayes. NIPS 2013: 1727-1735
Informal and Other Publications
- 2024
- [i17]Shomik Jain, Kathleen Creel, Ashia Wilson:
Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized. CoRR abs/2404.08592 (2024) - [i16]Shomik Jain, Dan Calacci, Ashia Wilson:
As an AI Language Model, "Yes I Would Recommend Calling the Police": Norm Inconsistency in LLM Decision-Making. CoRR abs/2405.14812 (2024) - [i15]Omri Lev, Ashia Wilson:
Faster Machine Unlearning via Natural Gradient Descent. CoRR abs/2407.08169 (2024) - [i14]Ishana Shastri, Shomik Jain, Barbara Engelhardt, Ashia Wilson:
Automating Transparency Mechanisms in the Judicial System Using LLMs: Opportunities and Challenges. CoRR abs/2408.08477 (2024) - [i13]Joao V. Cavalcanti, Laurent Lessard, Ashia C. Wilson:
Adaptive Backtracking For Faster Optimization. CoRR abs/2408.13150 (2024) - [i12]Vinith M. Suriyakumar, Rohan Alur, Ayush Sekhari, Manish Raghavan, Ashia C. Wilson:
Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models. CoRR abs/2410.08074 (2024) - 2023
- [i11]Shomik Jain, Vinith M. Suriyakumar, Ashia Wilson:
Algorithmic Pluralism: A Structural Approach Towards Equal Opportunity. CoRR abs/2305.08157 (2023) - [i10]Zoe De Simone, Angie W. Boggust, Arvind Satyanarayan, Ashia Wilson:
What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews. CoRR abs/2309.09944 (2023) - [i9]Vishwak Srinivasan, Andre Wibisono, Ashia C. Wilson:
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin Algorithm. CoRR abs/2312.08823 (2023) - 2022
- [i8]Simon Weissmann, Ashia Wilson, Jakob Zech:
Multilevel Optimization for Inverse Problems. CoRR abs/2204.13732 (2022) - [i7]Vinith M. Suriyakumar, Ashia C. Wilson:
Algorithms that Approximate Data Removal: New Results and Limitations. CoRR abs/2209.12269 (2022) - 2020
- [i6]Ashia C. Wilson, Maximilian Kasy, Lester Mackey:
Approximate Cross-validation: Guarantees for Model Assessment and Selection. CoRR abs/2003.00617 (2020) - 2019
- [i5]Lydia T. Liu, Ashia Wilson, Nika Haghtalab, Adam Tauman Kalai, Christian Borgs, Jennifer T. Chayes:
The Disparate Equilibria of Algorithmic Decision Making when Individuals Invest Rationally. CoRR abs/1910.04123 (2019) - 2017
- [i4]Ashia C. Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, Benjamin Recht:
The Marginal Value of Adaptive Gradient Methods in Machine Learning. CoRR abs/1705.08292 (2017) - 2016
- [i3]Andre Wibisono, Ashia C. Wilson, Michael I. Jordan:
A Variational Perspective on Accelerated Methods in Optimization. CoRR abs/1603.04245 (2016) - [i2]Ashia C. Wilson, Benjamin Recht, Michael I. Jordan:
A Lyapunov Analysis of Momentum Methods in Optimization. CoRR abs/1611.02635 (2016) - 2013
- [i1]Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C. Wilson, Michael I. Jordan:
Streaming Variational Bayes. CoRR abs/1307.6769 (2013)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-29 22:15 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
