Citation Analysis – Leveraging Human Response Time for Enhanced Best-Arm Identification in Linear Dueling Bandits

Citation Analysis

Leveraging Human Response Time for Enhanced Best-Arm Identification in Linear Dueling Bandits
Shen Li, Yuyang Zhang, Zhaolin Ren, Claire Liang, Na Li, Julie A. Shah
https://arxiv.org/abs/2409.05798

222

Citation mentions

Cited references

Sections

7,550

Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

#	Reference	Year	Mentions	Breadth	Sec. Wtd	Share	Composite	Main %
1	Azizi, MohammadJavad and Kveton, Branislav and Gha...		12	7	19.5	0.054	0.971	92%
2	Jun, Kwang-Sung and Jain, Lalit and Mason, Blake a...		10	7	15.5	0.045	0.966	90%
3	Fiez, Tanner and Jain, Lalit and Jamieson, Kevin G...		4	3	5.5	0.018	0.843	75%
4	Xiang Chiong, Khai and Shum, Matthew and Webb, Rya...		7	4	9.5	0.032	0.830	57%
5	Smith, Stephanie M and Krajbich, Ian		6	4	5.5	0.027	0.794	50%
6	Yang, Xiaozhi and Krajbich, Ian		7	5	6.0	0.032	0.754	43%
7	Wagenmakers, Eric-Jan and Van Der Maas, Han L. J. ...		19	13	18.5	0.086	0.750	42%
8	John A. Clithero		4	2	3.5	0.018	0.737	75%
9	Wiecki, Thomas V. and Sofer, Imri and Frank, Micha...		3	3	3.5	0.014	0.737	67%
10	Geoffrey Fisher		3	3	2.5	0.014	0.737	67%
11	Alieva, Ayya and Cutkosky, Ashok and Das, Abhimany...		3	2	6.0	0.014	0.737	100%
12	Yang, Junwen and Tan, Vincent		3	2	6.0	0.014	0.737	100%
13	Tao, Chao and Blanco, Sau		3	3	4.5	0.014	0.737	67%
14	Renato Berlinghieri and Ian Krajbich and Fabio Mac...		13	11	12.0	0.059	0.727	38%
15	John A. Clithero		16	9	15.0	0.072	0.721	38%
16	Krajbich, Ian and Armel, Carrie and Rangel, Antoni...		10	6	7.5	0.045	0.669	30%
17	Gabillon, Victor and Ghavamzadeh, Mohammad and Laz...		2	2	3.0	0.009	0.644	100%
18	Emilie Kaufmann and Olivier Cappe		2	2	3.0	0.009	0.644	100%
19	Al\'o		5	4	3.0	0.023	0.585	20%
20	N\'\i		2	1	2.0	0.009	0.511	100%
21	Yashar Deldjoo and Markus Schedl and Peter Knees		2	1	2.0	0.009	0.511	100%
22	Dorsa Sadigh AND Anca Dragan AND Shankar Sastry AN...		2	1	2.0	0.009	0.511	100%
23	Yuntao Bai and Andy Jones and Kamal Ndousse and Am...		2	1	2.0	0.009	0.511	100%
24	Viktor Bengs and Ro		4	2	2.5	0.018	0.511	25%
25	Xu, Yichong and Zhang, Hongyang and Miller, Kyle a... (self)		2	1	2.0	0.009	0.511	100%
26	Wilde, Nils and Biyik, Erdem and Sadigh, Dorsa and...		2	1	2.0	0.009	0.511	100%
27	Koppol, Pallavi and Admoni, Henny and Simmons, Rei...		2	1	2.0	0.009	0.511	100%
28	De Boeck, Paul and Jeon, Minjeong		2	2	1.5	0.009	0.511	50%
29	Ratcliff, Roger and McKoon, Gail		3	2	2.0	0.014	0.511	33%
30	Usher, Marius and McClelland, James L		2	2	1.5	0.009	0.511	50%
31	Webb, Ryan		3	2	2.0	0.014	0.511	33%
32	Drew Fudenberg and Whitney Newey and Philipp Strac...		2	2	1.5	0.009	0.511	50%
33	Li, Lihong and Chu, Wei and Langford, John and Sch...		2	2	1.5	0.009	0.511	50%
34	Trueblood, Jennifer S and Brown, Scott D and Heath...		2	2	1.5	0.009	0.511	50%
35	Palmer, John and Huk, Alexander C. and Shadlen, Mi...		2	2	2.5	0.009	0.511	50%
36	Ralph Allan Bradley and Milton E. Terry	1952	2	2	2.5	0.009	0.511	50%
37	Li, Zhaoqi and Jamieson, Kevin and Jain, Lalit		2	2	2.5	0.009	0.511	50%
38	Degenne, Re		2	2	2.5	0.009	0.511	50%
39	Myers, Catherine E. and Interian, Alejandro and Mo...		2	2	1.5	0.009	0.511	50%
40	Ian Krajbich		2	2	1.5	0.009	0.511	50%
41	Mozhgan Karimi and Dietmar Jannach and Michael Jug...		1	1	1.0	0.005	0.406	100%
42	Bogina, Veronika and Kuflik, Tsvi and Jannach, Die...		1	1	1.0	0.005	0.406	100%
43	Tucker, Maegan and Novoseller, Ellen and Kann, Cla...		1	1	1.0	0.005	0.406	100%
44	Stiennon, Nisan and Ouyang, Long and Wu, Jeffrey a...		1	1	1.0	0.005	0.406	100%
45	Menick, Jacob and Trebacz, Maja and Mikulik, Vladi...		1	1	1.0	0.005	0.406	100%
46	Nakano, Reiichiro and Hilton, Jacob and Balaji, Su...		1	1	1.0	0.005	0.406	100%
47	Ouyang, Long and Wu, Jeffrey and Jiang, Xu and Alm... (self)		1	1	1.0	0.005	0.406	100%
48	Yu, Hang and Aronson, Reuben M. and Allen, Katheri...		1	1	1.0	0.005	0.406	100%
49	Somers, Thane and Lawrance, Nicholas RJ and Hollin...		1	1	1.0	0.005	0.406	100%
50	P\'e		1	1	1.0	0.005	0.406	100%
51	Koppol, Pallavi and Admoni, Henny and Simmons, Rei...		1	1	1.0	0.005	0.406	100%
52	Konovalov, Arkady and Krajbich, Ian		1	1	1.0	0.005	0.406	100%
53	Karpov, Nikolai and Zhang, Qin (self)		1	1	1.0	0.005	0.406	100%
54	Scott D. Brown and Andrew Heathcote		1	1	1.0	0.005	0.406	100%
55	Ratcliff, Roger and Tuerlinckx, Francis		1	1	1.0	0.005	0.406	100%
56	Wagenmakers, Eric-Jan and van der Maas, Han L. J. ...		1	1	1.0	0.005	0.406	100%
57	Raoul P.P.P. Grasman and Eric-Jan Wagenmakers and ...		1	1	1.0	0.005	0.406	100%
58	Lerche, Veronika and Voss, Andreas and Nagler, Mar...		1	1	2.0	0.005	0.406	100%
59	Minka, Thomas P		1	1	2.0	0.005	0.406	100%
60	Filippi, Sarah and Cappe, Olivier and Garivier, Au...		1	1	2.0	0.005	0.406	100%
61	Ludwig Fahrmeir and Heinz Kaufmann	1985	1	1	2.0	0.005	0.406	100%
62	Badanidiyuru, Ashwinkumar and Kleinberg, Robert an...		1	1	2.0	0.005	0.406	100%
63	Camilleri, Romain and Jamieson, Kevin and Katz-Sam...		1	1	2.0	0.005	0.406	100%
64	Fudenberg, Drew and Strack, Philipp and Strzalecki...		2	2	1.0	0.009	0.139	0%
65	Baldassi, Carlo and Cerreia-Vioglio, Simone and Ma...		2	2	1.0	0.009	0.139	0%
66	Wainwright, Martin J		3	1	1.5	0.014	0.126	0%
67	Cox, David Roxbee		2	1	1.0	0.009	0.110	0%
68	Chu, Wei and Li, Lihong and Reyzin, Lev and Schapi...		1	1	0.5	0.005	0.087	0%
69	Shvartsman, Michael and Letham, Benjamin and Baksh...		1	1	0.5	0.005	0.087	0%
70	Brown, Scott and Heathcote, Andrew		1	1	0.5	0.005	0.087	0%
71	Thomas, Armin W. and Molter, Felix and Krajbich, I...		1	1	0.5	0.005	0.087	0%
72	Pedersen, Mads Lund and Frank, Michael J. and Biel...		1	1	0.5	0.005	0.087	0%
73	Roger Ratcliff and Philip L. Smith and Scott D. Br...		1	1	0.5	0.005	0.087	0%
74	Castro, Spencer C and Strayer, David L and Matzke,...		1	1	0.5	0.005	0.087	0%
75	Zhang, Chenyuan and Kemp, Charles and Lipovetzky, ... (self)		1	1	0.5	0.005	0.087	0%
76	Zhang, Chenyuan and Kemp, Charles and Lipovetzky, ... (self)		1	1	0.5	0.005	0.087	0%
77	Strzalecki, Tomasz	2025	1	1	0.5	0.005	0.087	0%
78	Drugowitsch, Jan		1	1	0.5	0.005	0.087	0%
79	Tirinzoni, Andrea and Degenne, R\'e		1	1	0.5	0.005	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Azizi, MohammadJavad and Kveton, Branislav and Gha...

19.5

0.054

0.971

92%

Jun, Kwang-Sung and Jain, Lalit and Mason, Blake a...

15.5

0.045

0.966

90%

Fiez, Tanner and Jain, Lalit and Jamieson, Kevin G...

5.5

0.018

0.843

75%

Xiang Chiong, Khai and Shum, Matthew and Webb, Rya...

9.5

0.032

0.830

57%

Smith, Stephanie M and Krajbich, Ian

5.5

0.027

0.794

50%

Yang, Xiaozhi and Krajbich, Ian

6.0

0.032

0.754

43%

Wagenmakers, Eric-Jan and Van Der Maas, Han L. J. ...

18.5

0.086

0.750

42%

John A. Clithero

3.5

0.018

0.737

75%

Wiecki, Thomas V. and Sofer, Imri and Frank, Micha...

3.5

0.014

0.737

67%

Geoffrey Fisher

2.5

0.014

0.737

67%

Alieva, Ayya and Cutkosky, Ashok and Das, Abhimany...

6.0

0.014

0.737

100%

Yang, Junwen and Tan, Vincent

6.0

0.014

0.737

100%

Tao, Chao and Blanco, Sau

4.5

0.014

0.737

67%

Renato Berlinghieri and Ian Krajbich and Fabio Mac...

12.0

0.059

0.727

38%

John A. Clithero

15.0

0.072

0.721

38%

Krajbich, Ian and Armel, Carrie and Rangel, Antoni...

7.5

0.045

0.669

30%

Gabillon, Victor and Ghavamzadeh, Mohammad and Laz...

3.0

0.009

0.644

100%

Emilie Kaufmann and Olivier Cappe

3.0

0.009

0.644

100%

Al\'o

3.0

0.023

0.585

20%

N\'\i

2.0

0.009

0.511

100%

Yashar Deldjoo and Markus Schedl and Peter Knees

2.0

0.009

0.511

100%

Dorsa Sadigh AND Anca Dragan AND Shankar Sastry AN...

2.0

0.009

0.511

100%

Yuntao Bai and Andy Jones and Kamal Ndousse and Am...

2.0

0.009

0.511

100%

Viktor Bengs and Ro

2.5

0.018

0.511

25%

Xu, Yichong and Zhang, Hongyang and Miller, Kyle a... (self)

2.0

0.009

0.511

100%

Wilde, Nils and Biyik, Erdem and Sadigh, Dorsa and...

2.0

0.009

0.511

100%

Koppol, Pallavi and Admoni, Henny and Simmons, Rei...

2.0

0.009

0.511

100%

De Boeck, Paul and Jeon, Minjeong

1.5

0.009

0.511

50%

Ratcliff, Roger and McKoon, Gail

2.0

0.014

0.511

33%

Usher, Marius and McClelland, James L

1.5

0.009

0.511

50%

Webb, Ryan

2.0

0.014

0.511

33%

Drew Fudenberg and Whitney Newey and Philipp Strac...

1.5

0.009

0.511

50%

Li, Lihong and Chu, Wei and Langford, John and Sch...

1.5

0.009

0.511

50%

Trueblood, Jennifer S and Brown, Scott D and Heath...

1.5

0.009

0.511

50%

Palmer, John and Huk, Alexander C. and Shadlen, Mi...

2.5

0.009

0.511

50%

Ralph Allan Bradley and Milton E. Terry

1952

2.5

0.009

0.511

50%

Li, Zhaoqi and Jamieson, Kevin and Jain, Lalit

2.5

0.009

0.511

50%

Degenne, Re

2.5

0.009

0.511

50%

Myers, Catherine E. and Interian, Alejandro and Mo...

1.5

0.009

0.511

50%

Ian Krajbich

1.5

0.009

0.511

50%

Mozhgan Karimi and Dietmar Jannach and Michael Jug...

1.0

0.005

0.406

100%

Bogina, Veronika and Kuflik, Tsvi and Jannach, Die...

1.0

0.005

0.406

100%

Tucker, Maegan and Novoseller, Ellen and Kann, Cla...

1.0

0.005

0.406

100%

Stiennon, Nisan and Ouyang, Long and Wu, Jeffrey a...

1.0

0.005

0.406

100%

Menick, Jacob and Trebacz, Maja and Mikulik, Vladi...

1.0

0.005

0.406

100%

Nakano, Reiichiro and Hilton, Jacob and Balaji, Su...

1.0

0.005

0.406

100%

Ouyang, Long and Wu, Jeffrey and Jiang, Xu and Alm... (self)

1.0

0.005

0.406

100%

Yu, Hang and Aronson, Reuben M. and Allen, Katheri...

1.0

0.005

0.406

100%

Somers, Thane and Lawrance, Nicholas RJ and Hollin...

1.0

0.005

0.406

100%

P\'e

1.0

0.005

0.406

100%

Koppol, Pallavi and Admoni, Henny and Simmons, Rei...

1.0

0.005

0.406

100%

Konovalov, Arkady and Krajbich, Ian

1.0

0.005

0.406

100%

Karpov, Nikolai and Zhang, Qin (self)

1.0

0.005

0.406

100%

Scott D. Brown and Andrew Heathcote

1.0

0.005

0.406

100%

Ratcliff, Roger and Tuerlinckx, Francis

1.0

0.005

0.406

100%

Wagenmakers, Eric-Jan and van der Maas, Han L. J. ...

1.0

0.005

0.406

100%

Raoul P.P.P. Grasman and Eric-Jan Wagenmakers and ...

1.0

0.005

0.406

100%

Lerche, Veronika and Voss, Andreas and Nagler, Mar...

2.0

0.005

0.406

100%

Minka, Thomas P

2.0

0.005

0.406

100%

Filippi, Sarah and Cappe, Olivier and Garivier, Au...

2.0

0.005

0.406

100%

Ludwig Fahrmeir and Heinz Kaufmann

1985

2.0

0.005

0.406

100%

Badanidiyuru, Ashwinkumar and Kleinberg, Robert an...

2.0

0.005

0.406

100%

Camilleri, Romain and Jamieson, Kevin and Katz-Sam...

2.0

0.005

0.406

100%

Fudenberg, Drew and Strack, Philipp and Strzalecki...

1.0

0.009

0.139

Baldassi, Carlo and Cerreia-Vioglio, Simone and Ma...

1.0

0.009

0.139

Wainwright, Martin J

1.5

0.014

0.126

Cox, David Roxbee

1.0

0.009

0.110

Chu, Wei and Li, Lihong and Reyzin, Lev and Schapi...

0.5

0.005

0.087

Shvartsman, Michael and Letham, Benjamin and Baksh...

0.5

0.005

0.087

Brown, Scott and Heathcote, Andrew

0.5

0.005

0.087

Thomas, Armin W. and Molter, Felix and Krajbich, I...

0.5

0.005

0.087

Pedersen, Mads Lund and Frank, Michael J. and Biel...

0.5

0.005

0.087

Roger Ratcliff and Philip L. Smith and Scott D. Br...

0.5

0.005

0.087

Castro, Spencer C and Strayer, David L and Matzke,...

0.5

0.005

0.087

Zhang, Chenyuan and Kemp, Charles and Lipovetzky, ... (self)

0.5

0.005

0.087

Zhang, Chenyuan and Kemp, Charles and Lipovetzky, ... (self)

0.5

0.005

0.087

Strzalecki, Tomasz

2025

0.5

0.005

0.087

Drugowitsch, Jan

0.5

0.005

0.087

Tirinzoni, Andrea and Degenne, R\'e

0.5

0.005

0.087

Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.