Valeriia Cherepanova
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (15)
π£
Hot Topic Early Bird
Conferences
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
representation learning
(1)
few-shot learning
(1)
feature selection
(1)
in-context learning
(1)
parameter-efficient fine-tuning
(1)
feature engineering
(1)
tabular deep learning
(1)
tabular classification
(1)
feature extractor
(1)
prior-data fitted network
(1)
context optimization
(1)
input gradient
(1)
neural network
(1)
fairness objective
(1)
downstream model
(1)
Papers
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
NIPS 2024
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
ICML 2024
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
NIPS 2023
Transfer Learning with Deep Tabular Models
ICLR 2023
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition
ICLR 2021
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks
ICML 2020