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Sutherland, Danica J.
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1

Exploring Active Learning in Meta-Learning: Enhancing Conte..:

Bae, Wonho ; Wang, Jing ; Sutherland, Danica J
http://arxiv.org/abs/2311.02879.  , 2023
Link: http://arxiv.org/abs/231..
 
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2

Exphormer: Sparse Transformers for Graphs:

Shirzad, Hamed ; Velingker, Ameya ; Venkatachalam, Balaji..
http://arxiv.org/abs/2303.06147.  , 2023
Link: http://arxiv.org/abs/230..
 
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3

Queer In AI: A Case Study in Community-Led Participatory AI:

QueerInAI, Organizers Of ; : ; Ovalle, Anaelia...
http://arxiv.org/abs/2303.16972.  , 2023
Link: http://arxiv.org/abs/230..
 
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4

Differentially Private Neural Tangent Kernels for Privacy-P..:

Yang, Yilin ; Adamczewski, Kamil ; Sutherland, Danica J..
http://arxiv.org/abs/2303.01687.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

Efficient Conditionally Invariant Representation Learning:

Pogodin, Roman ; Deka, Namrata ; Li, Yazhe...
https://discovery.ucl.ac.uk/id/eprint/10166304/1/4723_efficient_conditionally_invari.pdf.  , 2023
Link: https://discovery.ucl.ac..
 
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6

How to prepare your task head for finetuning:

Ren, Yi ; Guo, Shangmin ; Bae, Wonho.
http://arxiv.org/abs/2302.05779.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

AdaFlood: Adaptive Flood Regularization:

Bae, Wonho ; Ren, Yi ; Ahmed, Mohamad Osama...
http://arxiv.org/abs/2311.02891.  , 2023
Link: http://arxiv.org/abs/231..
 
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8

Improving Compositional Generalization Using Iterated Learn..:

Ren, Yi ; Lavoie, Samuel ; Galkin, Mikhail..
http://arxiv.org/abs/2310.18777.  , 2023
Link: http://arxiv.org/abs/231..
 
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9

Queer In AI: A Case Study in Community-Led Participatory AI:

Ovalle, Anaelia ; Subramonian, Arjun ; Singh, Ashwiin...
https://arrow.tudublin.ie/scschcomcon/407.  , 2023
Link: https://arrow.tudublin.i..
 
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10

Efficient Conditionally Invariant Representation Learning:

Pogodin, Roman ; Deka, Namrata ; Li, Yazhe...
http://arxiv.org/abs/2212.08645.  , 2022
Link: http://arxiv.org/abs/221..
 
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11

Making Look-Ahead Active Learning Strategies Feasible with ..:

Mohamadi, Mohamad Amin ; Bae, Wonho ; Sutherland, Danica J
http://arxiv.org/abs/2206.12569.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

A Non-Asymptotic Moreau Envelope Theory for High-Dimensiona..:

Zhou, Lijia ; Koehler, Frederic ; Sur, Pragya..
http://arxiv.org/abs/2210.12082.  , 2022
Link: http://arxiv.org/abs/221..
 
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13

MMD-B-Fair: Learning Fair Representations with Statistical ..:

Deka, Namrata ; Sutherland, Danica J
http://arxiv.org/abs/2211.07907.  , 2022
Link: http://arxiv.org/abs/221..
 
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14

Evaluating Graph Generative Models with Contrastively Learn..:

Shirzad, Hamed ; Hassani, Kaveh ; Sutherland, Danica J
http://arxiv.org/abs/2206.06234.  , 2022
Link: http://arxiv.org/abs/220..
 
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15

One Weird Trick to Improve Your Semi-Weakly Supervised Sema..:

Bae, Wonho ; Noh, Junhyug ; Asadabadi, Milad Jalali.
http://arxiv.org/abs/2205.01233.  , 2022
Link: http://arxiv.org/abs/220..
 
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