James Sharpnack
16 papers · 2010–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (14) 🐝 Cross-Pollinator (4)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(14)
💎
Century Club
(16)
🗃️
Keyword Collector
(96)
📈
Trend Setter
🔥
Unstoppable
(5)
Conferences
AISTATS (8)
ICML (2)
JMLR (2)
NIPS (2)
COLT (1)
EMNLP (1)
Top co-authors
Keywords
graph signal processing
(3)
contextual bandit
(3)
trend filtering
(2)
regret bound
(2)
local adaptivity
(2)
signal recovery
(2)
fused lasso
(2)
graph laplacian
(1)
variable selection
(1)
contrastive learning
(1)
graph theory
(1)
collaborative filtering
(1)
data augmentation
(1)
sparse estimation
(1)
matrix factorization
(1)
convex optimization
(1)
adversarial robustness
(1)
gaussian process
(1)
network analysis
(1)
ising model
(1)
Papers
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests
EMNLP 2024
RLSbench: Domain Adaptation Under Relaxed Label Shift
ICML 2023
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
NIPS 2022
An Unsupervised Hunt for Gravitational Lenses
AISTATS 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks
AISTATS 2022
An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling
AISTATS 2021
Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering
AISTATS 2020
The DFS Fused Lasso: Linear-Time Denoising over General Graphs
JMLR 2018
Learning Patterns for Detection with Multiscale Scan Statistics
COLT 2018
SQL-Rank: A Listwise Approach to Collaborative Ranking
ICML 2018
Trend Filtering on Graphs
JMLR 2016
Trend Filtering on Graphs
AISTATS 2015
Detecting Activations over Graphs using Spanning Tree Wavelet Bases
AISTATS 2013
Changepoint Detection over Graphs with the Spectral Scan Statistic
AISTATS 2013
Sparsistency of the Edge Lasso over Graphs
AISTATS 2012
Identifying graph-structured activation patterns in networks
NIPS 2010