Walter Gerych

9 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×5 NeurIPS ×2 ACL ×1 ICLR ×1

Frequent coauthors

Elke A. Rundensteiner

×3

Thomas Hartvigsen

×3

Joshua DeOliveira

×2

Sana Tonekaboni

×2

Marzyeh Ghassemi

×2

Sajal Chakroborty

×1

Lena Stempfle

×1

Adibvafa Fallahpour

×1

Sujay Nagaraj

×1

Anna Goldenberg

×1

Berk Ustun

×1

Kyle Cox

×1

Papers

Neural Tangent Kernels Under Stochastic Data Augmentation
AAAI 2026 ·
Joshua DeOliveira
,
Sajal Chakroborty
, Walter Gerych,
Elke A. Rundensteiner
An Investigation of Memorization Risk in Healthcare Foundation Models
NeurIPS 2025 ·
Sana Tonekaboni
,
Lena Stempfle
,
Adibvafa Fallahpour
, Walter Gerych,
Marzyeh Ghassemi
Learning under Temporal Label Noise
ICLR 2025 ·
Sujay Nagaraj
, Walter Gerych,
Sana Tonekaboni
,
Anna Goldenberg
,
Berk Ustun
,
Thomas Hartvigsen
Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models
AAAI 2025 ·
Kyle Cox
,
Jiawei Xu
,
Yikun Han
,
Rong Xu
,
Tianhao Li
,
Chi-Yang Hsu
,
Tianlong Chen
, Walter Gerych,
Ying Ding
The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training
AAAI 2025 ·
Joshua DeOliveira
, Walter Gerych,
Elke A. Rundensteiner
Amalgamating Multi-Task Models with Heterogeneous Architectures
AAAI 2024 ·
Jidapa Thadajarassiri
, Walter Gerych,
Xiangnan Kong
,
Elke A. Rundensteiner
BendVLM: Test-Time Debiasing of Vision-Language Embeddings
NeurIPS 2024 · Walter Gerych,
Haoran Zhang
,
Kimia Hamidieh
,
Eileen Pan
,
Maanas K. Sharma
,
Tom Hartvigsen
,
Marzyeh Ghassemi
TAXI: Evaluating Categorical Knowledge Editing for Language Models
ACL 2024 ·
Derek Powell
, Walter Gerych,
Thomas Hartvigsen
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search
AAAI 2024 · Walter Gerych,
Yara Rizk
,
Vatche Isahagian
,
Vinod Muthusamy
,
Evelyn Duesterwald
,
Praveen Venkateswaran