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Malkin, Nikolay
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1

Donor activity is associated with US legislators' attention..:

Goel, Pranav ; Malkin, Nikolay ; Gaynor, SoRelle W....
PLOS ONE.  18 (2023)  9 - p. e0291169 , 2023
Link: https://doi.org/10.1371/..
 
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2

The Outcome of the 2021 IEEE GRSS Data Fusion Contest—Track..:

Li, Zhuohong ; Lu, Fangxiao ; Zhang, Hongyan...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  15 (2022)  - p. 1643-1655 , 2022
Link: https://doi.org/10.1109/..
 
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3

Mining Self-similarity: Label Super-Resolution with Epitomi..:

, In: Computer Vision – ECCV 2020; Lecture Notes in Computer Science,
Malkin, Nikolay ; Ortiz, Anthony ; Jojic, Nebojsa - p. 531-547 , 2020
Link: https://doi.org/10.1007/..
 
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4

PhyloGFN: Phylogenetic inference with generative flow netwo..:

Zhou, Mingyang ; Yan, Zichao ; Layne, Elliot...
http://arxiv.org/abs/2310.08774.  , 2023
Link: http://arxiv.org/abs/231..
 
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5

Better Training of GFlowNets with Local Credit and Incomple..:

Pan, Ling ; Malkin, Nikolay ; Zhang, Dinghuai.
http://arxiv.org/abs/2302.01687.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

Expected flow networks in stochastic environments and two-p..:

Jiralerspong, Marco ; Sun, Bilun ; Vucetic, Danilo...
http://arxiv.org/abs/2310.02779.  , 2023
Link: http://arxiv.org/abs/231..
 
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7

Discrete, compositional, and symbolic representations throu..:

Nam, Andrew ; Elmoznino, Eric ; Malkin, Nikolay...
http://arxiv.org/abs/2310.01807.  , 2023
Link: http://arxiv.org/abs/231..
 
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8

Thompson sampling for improved exploration in GFlowNets:

Rector-Brooks, Jarrid ; Madan, Kanika ; Jain, Moksh...
http://arxiv.org/abs/2306.17693.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Improving and generalizing flow-based generative models wit..:

Tong, Alexander ; Malkin, Nikolay ; Huguet, Guillaume...
http://arxiv.org/abs/2302.00482.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

Amortizing intractable inference in large language models:

Hu, Edward J ; Jain, Moksh ; Elmoznino, Eric...
http://arxiv.org/abs/2310.04363.  , 2023
Link: http://arxiv.org/abs/231..
 
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11

BatchGFN: Generative Flow Networks for Batch Active Learnin:

Malik, Shreshth A ; Lahlou, Salem ; Jesson, Andrew...
http://arxiv.org/abs/2306.15058.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

Delta-AI: Local objectives for amortized inference in spars..:

Falet, Jean-Pierre ; Lee, Hae Beom ; Malkin, Nikolay...
http://arxiv.org/abs/2310.02423.  , 2023
Link: http://arxiv.org/abs/231..
 
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13

Let the Flows Tell: Solving Graph Combinatorial Optimizatio..:

Zhang, Dinghuai ; Dai, Hanjun ; Malkin, Nikolay...
http://arxiv.org/abs/2305.17010.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

A theory of continuous generative flow networks:

Lahlou, Salem ; Deleu, Tristan ; Lemos, Pablo...
http://arxiv.org/abs/2301.12594.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

Simulation-free Schr\"odinger bridges via score and flow ma..:

Tong, Alexander ; Malkin, Nikolay ; Fatras, Kilian...
http://arxiv.org/abs/2307.03672.  , 2023
Link: http://arxiv.org/abs/230..
 
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